{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c8d01073-09a8-4c68-b93b-aef463738bd0",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n",
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "import os, sys, glob, argparse\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from tqdm import tqdm\n",
    "\n",
    "%pylab inline\n",
    "\n",
    "import cv2\n",
    "from PIL import Image\n",
    "from sklearn.model_selection import train_test_split, StratifiedKFold, KFold\n",
    "\n",
    "import torch\n",
    "torch.manual_seed(0)\n",
    "torch.backends.cudnn.deterministic = False\n",
    "torch.backends.cudnn.benchmark = True\n",
    "\n",
    "import torchvision.models as models\n",
    "import torchvision.transforms as transforms\n",
    "import torchvision.datasets as datasets\n",
    "import torch.nn as nn\n",
    "import torch.nn.functional as F\n",
    "import torch.optim as optim\n",
    "from torch.autograd import Variable\n",
    "from torch.utils.data.dataset import Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "70d2263d-916c-431e-aca7-3e5bcd867f9b",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "train_path = glob.glob('./农民身份识别挑战赛公开数据/train/*')\n",
    "test_path = glob.glob('./农民身份识别挑战赛公开数据/test/*')\n",
    "\n",
    "train_path.sort()\n",
    "test_path.sort()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "48c156ba-0d97-4259-b669-0b858aa76b10",
   "metadata": {},
   "outputs": [],
   "source": [
    "train_df = pd.read_csv('农民身份识别挑战赛公开数据/train.csv')\n",
    "train_df = train_df.sort_values(by='name')\n",
    "train_label = train_df['label'].values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e76f9f88-b248-4429-8444-cd25aeef418f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(24,\n",
       " 0,\n",
       " array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,\n",
       "        17, 18, 19, 20, 21, 22, 23, 24]))"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.max(train_label), np.min(train_label), np.unique(train_label)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "bcd87535-cfe6-468c-8c14-24738892cd90",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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gqutqYdMpbnz0BHNPFjl+dJKfPfk5TkYznA2LhJvUBrgTQV0qeW1Arr3W2xLT/PXTn+WPh+/na0NPEGkgFRHZP6pZiiaRYObBkKEPTvLu8TcZtlubLxrH/mb3Nd4fmYA/M/Ilzrx3ii/efw8v954lfWuEI19ehq++sHZ+ULm6G7P5YrxVNqaIiICL8Y3BE1vNc6wWWTf9fVz+joDHn3idnxl+leEguWFsr43rtSyZ2v31wZn6xzQGbDr5TlLJwDREWDK9BYr3HCUa6MNfv4lbXq6es9d4Lx1TYEa2XxBgjKmmIa7dbBIJ5u/3/J2nPsO5xCQfTGdJmgiIdv6UqgNs48B7IuzlRLhMn32WL2be2f5JNLCKiOwJE4bkjsX83OkvcDZxi4y9vXmj2YK8luoeNikJ+d6U5b2pN3h/5nX+68d/gKtTQ2TfSpOpzQcKtIiIbK8mxX5NEFSD3zE+neTUQzf49bOfrR60fj7YrA12q6BLrexBrTZNs2BPY40yi8Xi6U0VyI/3Vc5mdgFWsqovJlumwIxsL+8hjvHGVrYuRQmCE0eZe+oouVHL0fsmuT95nSPBMnv1v5/Db1h+HwmWmX4yBvNuBs/nCb7yEr5UrNypujIiIrurVpcsmcSODONG+jGDRc4lJhkLclg6K/jbqNmC3GLa9umIvWM4yPOesYu8nDzKmyfvpu+eM5jlLPH0TCU7tJ6CNSIi28N7oJKRGJ46zsqDEyydCHlq8Nmmh7fbqtQucxJYF3BpGdBpCNhYDJEJeOfYZX73PWOkb2U4vjJOUC7jc7kNBeNF2lFgRrZdrSK5TaUwiQTLD0/Q/7NX+OGJl3h/5nUeiCAwIRbbNCK9k2rR8MbXvSs0/KNv/Q1eec8xfvVTH+DcC2nihdKGNq0iIrJ7TF8fhXNHyI0nOHXkBk8k43VbXze7Mnqn99WukJ4IIv7W6Je5OhjyfQ/8VfqvjJOezBPML6zvwlErDAzNC/9qHhER2ZpqIfXcveNc/tGYY+MzfHxoY2CmVB1zawGW+rG95OPVIsCtwvCdbl9q/HcA/OXRP+FtH7vCJ6ceYfLy3QwuDWLmDCgwI1ugwIxsv2pFdTs6ghvpZ/lowJOD13ln+iLHgiIZ27st7eu2U2QCTkfTWOOI074uICMiInvCe0wqSXYiQXbCcjy9XN3+unNaXVGNTMCACcgGOUg44ijEBxa2WOtGRERuT5yw9PWvcKpvjkGbhTaZjlu96HunF4kHreP+5HXe7B/j/MlzJBZHybwRwOycAvLSMQVmZPsYgwkj7EAfJp3m1odPMv1kzPDxGb578Fnui3L02STQvODWbmTORGatVV7tdR2eko+J6wf4aoGx1Suexig9XURkp9W3ovae0okRJj9a5NyJW/zI+NOrh93uvFFfI6DZPFTLqqzNBrWrobX7a48wnuZzQasW2Y1dCjWPiIi017DujlOGu4enefvAZQZsAcisO7y2xm+m1lGpWd2YO/n+UZtTBmyCB6M8w4NfJfrxmPMr47zwGw9y9I1L67MqRdpQYEa2lQksJpXCZ1IsnzS88+E3eKjvBufCZUY3aW2629uaoG5rE1oki4jsuYY5oNwX8fDpq/zgxNd5JHkD6NmWl6mvNdYYlGlmtaMHgPF4w8ZgSyudHiciIi250DCWWuZYNE/KuC1/b2jVuelOvn/U5o2kCcnYBEMB/A9jL5MdeY5HTt0PQQAKzEiHFJiRbWVSSUp3jVEYTpA/UeLbRl7hdDRFxq5lqtQ0a123W2qvWduHmjIhwzZPHC5gRwuUHjlLNJvFX76+1vIOdJVTRGQn1TJTksnKNqaegN6wQI8tEtUFTu4kiF9f4LH2XPXzAbTOyOmzId/+0Mv8YfI+Fl7IcNerPZDNrg++aJ4QEdkRgVk/vtYHVW43k7JZLZqQoKPnaVbPpill3UsHFJiR7eM9JJMs3ZVi5ajl9Olr/EjfG6RMSNKkgbW2pJb1lc3vdFC9Xauv42EkKJIwy5wYm2Pm4aNkphIMLCzjai3vNJiKiOys6jhr0mnMYD+lHsNgIsdgsEK0DYknreaWxtsLvlQ9n/X39doU/+uxP6Fw9LN8ZODPYv5DD0xNVboQWoN3DVtgG96XiIi00Wbc9AYsnoC1LMf6gHrtO0b9uN3uwm+zDJqCLxHjSRkI2Py7yG5n+svBpsCMbI9qfRnTkyE7bske8Tzas0DKhIRtinPtpQ3FHTEkjWcwmWNq0GCLloFIvyIiIrvNpJK4gR5KGUNfmKfP5kns4pYgi60s8JvI2AQZEiSCGG87OCcFZUREOuP9+uCMMQTDQ5hMhvyQZSyxxHCwvC2B+kaBsVhvoXYBWWSX6VunbAubTmP7+yicGib31AofOnuB7x5+djUVcK1woiFq01VjLyPPGRuR9J4nht7ihYeOURpIMfZ0GlyTQo4iIrIzjMFNDLN4bz8rJ+Dtmbd4MIpJmtS2vky7VtuVIpJbuKjg4sourM0KxSudXURkc7XsyUSC/NvPMHdvkvl3FPlI3ws8kCiSMekNxX5r43Z9g4+tfq9ImvC2HteKMQZvjMZ86YgCM7I9ggCSCcqZgCPDc7x/4DVOR7MEDQvp/ZzyFxJgjWc8WmRwYIXZpQifjDBhiI9jDaoiIrvEJQJKGUOcgsEgS9ok9nz+qA/kODweMK5hXmi82isiIltTt942xlAcDMmPQXowz0SQY8C2byZyJ7Ur93qekcNNgRnZFiawEATEScuZ/hkeT11hItg4KDarfL7bdWWaWas143hX+iKluwP+aPA+3njyXob73kby8izxhTf37PxERA4TWygTrTiCXMBM3MuimyNjo44LMnbidp6nTMyLRc8bpTFuzgww6Ga25VxERGT7KMAi3UiBGdkexuLDgDhhOJOZ4aFEuuOHrrYo3YN22Y0CY3k0keLRxBXOJSb5S/ffjQ+SjJUGsW8oFVFEZDeYYjUwkw+YLfcy7xzWlMkYu6dzRcnHvFQ4wVeW7sHNJyB2lQyZ+rmh3TyhOUREpHPW4g1gwJguHT817kuHFE6U7WHNHaVvtyqyuJcC48BUqsDrN0VEZPeY5RzJ2QKJRZgu97LgIkoNLa33Qozn68tn+JPLd5OaDKBU7d5Uqy3TULRS25pERLrfVrdG7cfvNbL/KWNGtk9g8dUARuOWpdp+z73OiBERkX3Oe+Ibk9iZWfpHH+a15QneSI8xYK8zGuztlteCc3zq9YcY+MM0fVdLuKVl8B4ThpXM0Tiua5ddbaGtGmUiIl2r5OMNbbhhY7CmvkV3TN2Yr+K/0iF9S5btUXdVMPYWh285YDWyGLWlExGRVd55fLGIiT1lZ4kx++L6Y+w95VxIas4RLZUg7qBrny5IiIh0ra1mv5SJKXiH2Q+TlnQVZczI9qi1tdtCQLg+cGMxyqYRETnsjAFjCSfGcCODLB8Peap3mtPRNH22+bag/ZCN6eMYaAjSeFdJnjG20t3PeXAdBHJERGTfCKm05W6cZ5rNO1lX5ELZcb08TJAzeO+VLSMdU2BGtk914HG+/Z76TjNpRETkkDEWEwT4/l4KR3ooDBkmokVGbIGkCTYEYWLvKgXk9zo402zhXbvNUN3W5LjNDq4iIrJHtjK3lIi5Xh7kjeI4QcGAU1BGOqfAjGyPUhmTK5BYjPnczXv4pdQ0T6be5LFkElgfjKnVm6l1Ywr25IRFRGTfqWaZmOUsyamI5HyCG8UBpuI0fTbPgG1yxbJJUGans2iMpxJ4sbZ9/YDaNl/vKhkzIiLSlRq/yzRztQw//+Z3cHlymLE3HYrGy1YoVUG2hSsU8PMLpG5kmXxxnP/tpW/ld5cepeRjYu8o+DIFX970eWLvtlz5XEREDghf2e4T37wFr71J7/UybyyP8kZpnKUWgY3GBXKlUOPGOmfbd47VPwBBUKkh06z7kq3e5x2+XNY2JhGRLubwFHyZcuO21TovFY8w86njnP3nnpEvXK+M/SIdUmBGtkcc40tlbLFMtGzJLSWZKfWs3h2oZaiIiHTIxzGuWMIWHLP5Hq4Wh1ly0V6f1kZOFxJERA6TxoYl9RcBSj4kWvGE83nIF3b71KTLaSuTbAsfx/hcnnA5S3pyGG8TvHn3CA6HJSAkIKzGZmoDWGQ2bmJSvRkREcF78DGJhSKvXRjn3+dSTNy3wGPJWxsObdy21Gxu2Vam+qd2nvWZMNXixfhqCnvjFqfa/cqeERHpCrXvLRZD0oSb1jlzocEng0pGZY3GfumAvgXL9qgtTgtFEkueaNEwV8iQr6b8OfzqHxERkU6YQonEbMD8dC/Xi0MbtifV/r1nW2BbZcwY27zuTG1BryxSEZGuEhi74QJy7XuNw1PylaCLt+CDhi2uGvulA8qYkW3lVrIMnF8hPZ1kxh/nsYt/bfXKoknG/OXH/4S/NXR+Q7S5RhkzIiJSY6fmGf/GALnhiF8I3scb94/xjv63+LP95+m1qdVi8rs9d3hLZYHdUIy4EoxpFawxa4Ug1T5VRKQr1OaZZmz1S87TBc/vLT3CZyfvo/d6THhzHr+8vHagxn7pgAIzsq3c0hLmmVdIGsvxL0SYqPK/mI8ddmSIX/on7+bn3vPG+sfgcdWFrPMei1GARkREKE/epOd3ZunrSRMWHuBzNx/h2QeO892PvUJvdZpo1pGp2e13KvauUvLRgLcGb9tc+Wy2hanZ7SIisu+1mk9qt38+ezf/7sWnMFdT3HNhnvLlq+sP1NgvHVBgRrZdrQK5L5fq9tp7TDJBbmmMl4o5BmzM0SCzbqCz2NXIs4iICN7jS0V83pJYdiTmQ5ZXUqy4vcmUaTy3jm6vrzsjIiIHjvMWFxtCR7VGmgIxsnVKS5CdU6s7UxuciiWSl5P8d5c/zr+df5xlX6lWHpmApImITNB0/6aIiBxixuC9J3WzwMBFRzyZ5mbcy6LLr+7pr7dT80hgLAGAB+M8Zqvrbs1tIiJdJ/au5Vam2DtKPib2FmN8pXyDtZgwVD0Z2TKtEmTXeO+JluDC7Chv5kYp6eqhiIh0KFgpkFyICVcMk+UBppyn4Eu79vqrW5k8mBhwXu2yRUQOsfpyDAAe8ArIyG3SVibZHcZAHDPyUon5whCffTzDwpHfY3SHu5qKiEiX8x5fKhPcmiOdK3IkGuW/tz9KaazMf/O+T/KzA9d3/BQWXI5XigleLZ4lcSOi980F7MIKcXXr7mbn37IgsIiI7GutMjBj77AYqrmUeG8wgHEOF8faziRbpsCM7DxjMEGAj2N6XrhO5lKGUu8Y8x9M7PWZiYhIN3Ax5Zu34JalZ3qOe14fIXd6kM/c/+BqYGYna84suZjn8qd4fuUkmZsGc+karljCxxu3UjWlBbqIyIHRWGQ+MK6SLuOAWDVm5PZoK5PsHufx+TxmOUdq1vOrs+/i15cHuFpeayfXbh/nnvCs1RFQfQARkb3jPXiHLxYxKznClTL5OFqdN3a6PlnJh8TeYOJKBk/HQRkREdm6hi1B3muLkBxs+qYpO6s6qHrn8XGMm18gvjHJ8Mt5PvGHT/HffPX7+cPsaaASlKns1dxHUWYPxgEOjDXV7hqmdUEvY8AGKvglIgKV8bDVmLjZeNqM97hslvjmFNFsllw52r5zbcMBJR9QdCG2BC6bxReLnV8V3er7FBHpNjuxBq491x5+NdjsonHl/hZfqTX2yxYoMCM7p34g8q5ypbNcxpfLBNkiyVmDn0swG/fu3TnuNg3OIiJ3ptpCm1KZ2O3OMibvDdcKg1xfGSAoonaoIiKtNGYv3uHad7MOeHuRad+y+5+W+XIHVGNGtp8NMNZU0rwbF67VwdmUHdEylJYt2TgJVPdp7kI6+pYYqGVOetewEF8XePJ1/3VgLCaoZgs1Foc0Rgt6ETkYjFlbhLsmW3tc3HrM24Zx0Bi/K3PGH2fP8Tufeoq+t2Ds+YXWpXxrNdWcX/95aMwXkYOutgZuXCsby7oC6JuNh6tZMh462DLq8Dv6/aH2vPUBoPrXqgRpXPOgTO291r8nkRYUmJFtV9nyYyshbr9xQDVBgCk7wrwnyBsKfu1/w70OyjStU1AbaJtE5FcX4L5hAW6AoNpyqhagUraMiBxAxta2rLY4oHFhWn9bl3gte4SJp2P6nruBm51vfaCx1cA8eO+67n2KiNyRJmOesQZfy270rn2QYotr5VqwxOHZjUavZWLsah8mke2lwIxsO+88xrqWq3Qfx1AqE+QhzMP1/CBXy8v0GEu/TQE7F6BprKLeqP72lClBf4nCcMDyiSRDD96LyeZxN27iCoW199Lyxar3aWEuIgeYd20W1/Xj32YZh5uwPT2YdAp38gizj/aTPWL42OiXbuOMt67kA4K8w69koVRqfaB34E3zz0RE5DCp1ZlstVbeShZJm3iN3cX9Q2FDSKZWH3O61AvzEdGiwZTKLR4t0p4CM7L9XLzplVNTLJFcjClnAi4ujfDNkVFOhvPcY8oExhDsg/JHfbbI+NgiN8uWeRKU08OkZ2L6cnn8zFxlomlM3V+dZBy+rIW5iBxwvklmpA0wQbBaV6yl1UB4B5klNsCODuOG+rj+oQG+6ye+wJO9F3kiOQnsfJ2ygguJFkvEM7Prz9VWF+luLRC/+p5rRR8VnBeRg6hdYKU2NjbLHKw9rjYHmCbH1f3dG/DWY42vdqNe/yVjp7Ptm13UrQVkSj7G4XgrO0z6RkBm0mPyhbUHawuTbMHef/uVw6P+CmmpTLgSEy17bsz38+Xlc5wvjlPwZWLv90XL7JSJGe9ZJjOYIz9eZuW4YflogBsfIhgdxqZTe32KIiL72zZt4TTWEI8NsHymj9wRz5O9F3lbYpJBuzvXl3qDAoXRJOGpE9i+viYn2OZ9ahuriBwmdzLmtSqsXtcqe6/LHjSK8SwWUyQWILnkoLx5XRyRZpQxI7tjNTpeuXroZmZJvxiTutJHOTXGfzrxfj71xAPc/8i/YSwoEZlgR/ZvbmUwPxYE/J2Tn2b2WC+TpQGmy318fuoe3ho7RfrmEONfW4DnXl7//mDjhNLuqoGIyEHjHb5cCa6baq2tDcXgm2XatGEzGS59Zz+nPvQWPzR0hSeSkwzbBEmzcRmz2ZbV2/GtAy/ziR97FD54nFOfmSD6zNcrd9SKGxvb/KqviMhB1SwTxtTVkmmVKbPaMKOzOcB4MA68N6sZBbsZnGn2WrWGJSViCt5xaXqY019dIJhexM3Mrh2o+UC2QIEZ2TltIuYun8dN5rGLSwy/2ktqPsm1YwPMP5Skz2ZxONjj0lq9NsUHUgDLxH4RgIfTV/lbd/8I5XSCwQtpwsZ0zCZdSVYLYyqALiIHVf2Wnfpiv6sL2tsYAOsX8YmI3Oki/8uZ32Q4KHE0yDRdLO9UtuXZcJbvOPcKL40dYeWbxxhsfL+mrsClBnsROYyMrY6DLbJeboetBXoqgZn9puQdee8pLCexly5Srg/KiGyRAjOyuxoGal8qE95coLfQQzTXx2R5kB5TYtjGJE20K6fUeHW1WTu82n/PRtN88P7XeePoKDdWjjKReILkdA7z8kVcLrfxyU21bfg+S7sUEdlWLa6MNi36uNmee2MIT5+ieGK48m8Lhd6Q4fEFJoISkTGUiXHeYzEb2pbC9gdoRgLPhwZe4Vhynn/12FESK08SrsQkb+WwhRLcmCJeWGzdmkp1BkTkoPOuGpxuGAdbXajtsAi8N4AFY/bX+HktzvKTr/44b10cZ/RrAT6Xr9zR7P1q7JcOKDAju6PFgORLRdxb1zDXQ1K3HuNKaZg+m+OucGHXTs1RObf6/Jxy9epuYxHi+6KAf3z800wdMfwF/+Nc7Z9g4Hwf428kIZtd/8T1C3FdQRWRw6I+U6ZJFmHLx9T+Gkbk7h5l6u1JvAVvwSXhAxNXOBr2UvIxWV8EIGMSTXMrtzvNfTzo4eM9cyykb/DMkyf5Rt8ZopmIgfMRyQXHQDYPc3Pr30vTzCFtdRKRA6xxC1Nt/Gu6tcmuZZW3LRRv8NYT2PZj505sY61/3nqBsVwq97LwW8d44FdfwucLuHwtMNPk9fU9QDqgwIzsHO87KgBWu6JqHDhvcfukJrVtch4hAX02gaPIucEpJk/2k13OwLFxwmQCN7+wNjCLiBxmHWatmGQSm8lgMmnio8OUexPM3Z9k5VQMFrzxkHDclaqkiFsMwS62R62JTEDGRNzbe4uLR0aYT/WwGCcJVwLgKJnjw9hijMmVMIUi/vpN3MrKrp+niMie2ErQue77gXe+eQe7uiC3cXbD3bF3e1oI2HlLUPTVbMn6GmpufXBmHzQ0ke6gwIzsvM2Kf7kY7x1mB8etdlH0yKy/3hoY27Zdd0jAgE3wd4/8Hj8+1sc/PfoRri2epufmEINfvwlvXNrWcxcR6Sr1WYLNtvA0zAnB2CjF02Msn0wx8z1Z3nHyEu/qmeKB9HUCHNY4EibmbYlKa+zAWNIkKo9tGNNrLUyBDductkPShPyF4S/xsYHnmHcZrr1zmKxL8MrKUWYKPbw2Pc7K5UFStyyn/3MIr5yvPLDTzCERkYNg3Tal1lk0vuxbF1A3FozBODBliOP24/lOBWlaPW+MAc/G7znNMuW1nVU6oMCM7KxWQZnNjtshdxpdX605g+WBRMQDxHx55CL/9uhdgGWgN40Jo8pk09iFRETksDNmtVOTCUOwFj/QS2E0QXbC8u13v8afH/0co0GJQRtisQTGYLFYMqtPs1dXSQNjORP1cip0OFYopRYpEXOz9yWWXMTv9D/Gb4cPM5saoDScIezthVIJXy5XrgorQCMih02TLUwb7m+VBGltZUtrALZhK9N+a5stcqcUmJHd5VunK3oD1jgs2586Uz94t9or2spmwZwP9b7M6x8c5/W5cSbjcUYHHiKaXMK9cWnjntlm711E5KBpcXUwPH6M3INHKfYFLJ4OKAx6iqMxfUeXONq3xMeHnuFYWCZjwtUC8LZuxb7ZeFxrYbr6921WP39YDJEJCDCM2RKDtsS39b3I8NkV3jg2xu/2P0Rp7gH63ggZeq1MYqFE9OpV/NISrlhSkEZEDr7GTBlovrWndlt9bS4qAfzZhwIe+NbzPDF4meGgfcfW3dzeFFANKNmgeQ2delr7SwcUmJG9V5fCGOAJdnJPU1Ut1X1Vi4G8k84e701Z3nXqj3npaJHvufpXMeUUQ6EluhRAs2JmCs6IyEHWpraYGx1g6rEE+RHP3e98i28ff4W3pd/i3ckcSRNWx+Gepo+tjccdBWd2QON8UNn2ChCQDCpBpPEA3pt6i9i/yc8f+TJZV+LHzv8Qb/XdReZGwMTNfky5jPEeX1BgRkQOqGbr3HZF4Zsd7x0kIkr3Zvnls58kMIakSTd9ue3uxNcxQ7VFuFWBX7ljCszIoVO7olpfh2A7nnPQljl2aoYbxTFcIsnE0r3YbAm7koNyjF9aqhQIExE5BEwQYNJpTDJB+dwJckdSLJ0MWL63SGqgwCOD17knOcmRYJmkSXYcUGm53383r5Ru8jqVeQYyFt42dI0L58aZG0kA4yTnxxh8foa4Vn9GRKTbbXbRsUnA3vb0YIcGIQzwmRQ+tBTHesiPVALd3kApY7jnyGUiE7RdrwfG7npwZjjIMvuwJ/GDTxDmHInFMrboCOeymHwRv7BIPDuni7HSMQVmZGdsJSvEeyotRHfmVGrFIOsLQa5d6WweZb+dlntHgzS/9MC/Y+reND//yEd59egZokVDz3VPYsXR9/oCvLCoAVpEDiZbHVWrKd0mmcQcm6A80sP5n0rwM+/6E8ajRe5PXqfHFJkIivTZgNRqpkxznYzHsXeUiXHebyjovl2avX6peoW02WvWCsn/jZEv8GPv+SozLsPL33qC87lxvvgvn2BUgRkROQg66MC6qm7NbY5NsPTgKKUey/IxS7kH0o/P8Nfu/SMiUxtbyzyWvA6kNn3q3a45c18U8K++619w6SOjfHHhHF++dpqVhRR9L46SmvYMvdKHWVzGl0ta+0tHFJiRnVG/R7RZtfJWx+8gh6fZcv1OBvL6K7SRCbg36uHeCN419CYvHDlOORNhY0t5yZK+mSZMJitFIJttcRIR6VbGYNOpSmHfIABrMP19FI/0kR9JMHpsjh8b+DoZA8NBkkrIolLMdzsX0w4HTUf6vXM07OVoCAWf51z0EudTV/mD0XcSjAzjiyXc8rIW7SJyKKxmUiYiymN9ZMcDSj2G3IQn7ov5U0cv8RN9kw21IdN1f9/bFtn1kibi/aky703dYCxcpOwtb/SMcmPqCD4wZKZT9IwM4Usl/EoWHzsFaaQtBWZkZ21h8DHVQ2O/vQNubevSVgbyOx30P9L3AsETjulSL68sHmEun+bq2BGOBw8SzeUw59/CZbN39BoiIruuRVHfYHCQ3FP3kBsJWDluyU044t6Y0eMLDKen+EsnvsxoEBAREG4xcNLJeFzbOrTbtrIVNiRg2IacixYY/+B1zg/cR/8FOPLbF4ln5jZfsDf77FWzTES2qtodb0OnuB0eT4w12JFhbn333SzeDaUjRe45dZWBRI4zPTMMhVk+2PvKhjF/vwRimql9x3hbYprU2JeYH+7ha+NnmS708uUnT1P8lrMkZw0TTxdIzOUJr01Tnrx5Zy+6rhW5xv+DRIEZ2XktFvLNxNtQ76WZ3R7UH0uEPDz8MllX4q2hgBmX4S/N/gRLl9Kk0wGZy0lQYEZEDgjTk2H+bET2mCd8YIHvO/My59I3+f7e84wGlWK+sd9YR2Y7awLsxeJ9qwH/XpMiMiX+wl2f53OD9/KZvkeY+KMezOISPo5bF4+sFcmHtWNWb9ukG4iISD1jwVhMAL7WTai2Vm8MzmxnsMZYTE+G2ccc73nHazw18CYf7X2JPmsYsqnqltD9G4RpJTCWE2EvJ8IYWOQHep8j9o5PjjzDJ0+9ja9cP83CzCC9NwJ6FnNws3l32lUdfN6rgTUVHD5QFJiRnddqgGnYk+p3JiazZyyWpAkZDopEZpm3n7rC0++5m8zliLsujxN4h1vJ4UvFvT5VEZE1rYLpdWO2CcPK4v7Rc8w82k9h2LD8SIGBoRXeMXGVRzJXOB7Nkdqk3st+vhK6U0IC7o5usdKX5PV7xrn8/cdJ35pg7EtTxK9dqBzUWLNhNShTF8harc+moIyIbIF34E3liz20Dgq0CtY0MGEE1mCTSUgmMWEAqSQ+EbH04AjLR6vzgIFiP5y69zpPDbzJueQkfdaQNHZbGnHsF7XalsfDeR7ve4vguOdT73qY+YWQ9INHSE1P0HMzpveb1/G5XOVB3uPzhc2z6as/Ex8rIHMQKTAj22cLmTFrj7HV/1Qe67zFdUm0vFnr1vqrvxZD0oQcD0Jc4Pn/nPoE08cj/pfr38m1V87RV46x07PEM7N7cv4iIhvUL9Bri/EmQQKTSGASEVe+dYCf+anf5VxykrPhLH3WkTCGCENkLGmT6Ohlb6fgercKjOXxZMyjiUt8+N7XeeH0OH+yeD9fyj9J/2sXVjNhjF3Lkqlk0zQJwigoIyJb5X2l1mHdWFMZY9q0uMatPnb9/QaTiDBRCKPDuKFe4lRIfjRBod9if2SKX3jgVyn5gCIBCWJOhDkGbVjttJRa15xjP2o2P7Ur/O7wOBwPRPBAdIkf6r3A3xj/LHkfcLE0yrXSEP/nyx/E/OJRUreymNiD99jZJVwuX8mCaQyWrcuaVED+oFJgRvaWd6sDTbTi+dLcWRb609wXfZWh/VW/ccvqB/AAmAjSDNoSD/RO8uqJ+wnyQ/SUyqDAjIjsV626bVQXieU0vDN9kbNhltEgTWSC1auF0DAO7uOF926LTEBkAiaAKHmLbG+SP5h4F8OnT+FXcri5ObzzGOvqvhiJiGwj77nTRBWTSGDHR/GZFIWJXvIjIeWUpTBoKPXCu4YneTyZIPaOgi8SGENI5sDMB+2KESerHQczJOi3lXlx0E5yMpzl98Ye4trJM5R7ejEO8JDuTRI5hy+W8NksxHGlYYiyYw4NBWZkZ7XLoqnd5mO8N4x/7ha3ps7y+j33MvTTK/yNoUu7dppb0az9dk27icZiiEzADw58g+xPJ3hp4Si3/vVphi5e2uEzFhHZRCcZj/WZHFU+gLEgV+20tH6F3yo1vdnVx4OySN+qpAkZCwzvSF2l7zsmefm+I4w+HTD6H57Hr6zgvQG0KBeRbWCDSnZMfdFfF1fHmcr967Ix/OY1TIKjE7z1I8fJnozpPb7IYxPXSAcl+sM8maDId/Y9T8mvZZFD9433m51vY3CmcoHCbJjjAmDUJhiwMX/v5O/ym3/xCRbLlY5Tzhu+8NZZwudOk5z3jD6fI7y1iJlbIJ6eqTyJ6skceArMyPZpV8iqg8fG5y+SufgWyXc/wsUfG4N9Gphxd9D6w2K5N0rw8xPPcXnkC3znsb/L0Daem4jIjjMWrAVr8NaTMp6kidYd0km9gP3U9nSvVBbrlomgzA+efIav95/m61MPMBZUU0aVri4i22Rte2TDF/x1xX9tZwGA6vGuN8PKPUUeOXeV7594hh/svVzdorR+bHf4ptt+ul3tQm3jfNZqbsvYyvbe96bgvUefWXffz/fc5J/n309hKkHPZJKefJogV9gYMJMDS4EZ2TmNVd5rt7UQHjtK6dQY8+dSHEks7sIJ3p7aF476QbfZFeBmtx2k4mYicoCs7mE3G29f93e3VqndGDCte2hsFnQ5zEGZxszLlAl5R/oSg0GWLw3cD8HB+wIjInvLxzEYv76I+LoDqrfbYO3fTevOGHjqEW4+2Uv2iOepB17jW4Ze48HkNZIm2nStW1+PsRvngdi7pu+xk1pp7Y55InORC/ePc+3UAK+MHMUu9JGYGyA5dxeZW47Bz75BPDW1Te9C9iMFZmRn1Qb02iDfpoNEfGyEqcd7WD7lOZGY2Z3zuw3NBtPVegrVf8feUa5dkfDVq6JdOPmIyCHSrMBgk2N8HGONqQQPzPpxDxSQ6YTDU/IxgTEEWJIm4t3JmKeS1/gfRwoQVD+jDjpkNb1fRKRRu61JtTHEGMxqxp5Zq2/SMMbceqKX7/rpz/Nw+irvS19hIkhjCToa32vFcS2WbghBx03mwsb32Wzd3+w5VrPumzQO+UAq5t3H/4gSMbNnY/Le8s3CcZ7PnuQ/vf4YAy+PgAIzB5oCM7K7mrXhq95W6kuQPeopjxUZDDZpF9clGlM568VaR4vIXruNbnomjDCjw8QDPZR6PcFWtq3KOvVzRK0uwfjIItmnzpK6dQx74Srx/PzGBzbrliUish2qgYLVdto1NiAYG8H0ZMiPwL2pG5yOplc7LB0GtUzHVtqt+zdTKwofe0cUlCn4MrPRDDPJXnozeVwmhc1k8MVipauWHDgKzMj2a7bQd5vvV104m+Dxb3mVh/uu80jiFtC7M+e3AxoH6VrdgE0pOCMi+0F96nrjeN1QMNL2pJl91xEW77KM3jNFsnrVb7P07TIxFntoFvDtVGowmKbbX//X+36d3/mfH+Mz1+6n/x+fIfjjZ5o/ibJkRGQ7VdfvrbJkgv5e5r/lLEt3WRJvn+P96UuMBSFpk9j0qeu79VWaYUTVTk2lfT8vNGa2tDqmcd3frFlIs3fZrJFIkkqwa9jmORnNMNG7zNLRIfoWjmNuzRCro+uBpMCMbK+tXsEzFhNUUuKL/YYPDL3O/ckbDHfZ/nql5otI19rq+BUlyI1Ycsdj7uubJ+igdtadFE0/qFrNG+9MGt41/gInErP86sDHSO/yeYnIIVS/fm8V9I0S5MYsKydiHh2aZSwI6bWpLb9U49jncDQPWew/tQuxWyle7/Bbfne1Lk4p4+i3eXqjAjO9lvJghmh+aYvPJt1CgRnZXq0G82ZZNN5jezMUnrqXlWMJlh4p8GDqGieDZVImufPnug0aB+aSj3E4wg732YqI7KlaQd96G1qmurWyBMZgetIsPFTmOx9/ng/0v7auI1Oroo6Vxaxt20L7MI+Zzd5/fAcp8SIiLdVqiTW2xq6/v/7wIMAkkzDUz+JZx7mHrvGBkfNbynIJaq+34bbbfhe7rtkc1a62WrP33Olja/cPWksQLfLR0Rf4hx87ztStNKc+fZLkzSl1ajqAFJiR3bE66KwfREwqxdRjSZYfLPLuey9yf7TCgE1uaL26H9UG1PoFdS0wUymIuVkBTFCTJhHZc/ULu+q2JQgq6ezerysKibH4TIqz90zyvx/7YjVFu7I4b0zzrh8bawvUdgvbwxqcaZceb1rfJSJy21bH+Q5qlZhEApPJ4AYypE8v8bMnP8e5xC0sW1urtwxedLFmxXy3+thm4a3avNBvU/QD39XzJsee+DVeLhznl974KEd/P6hcMOmktbl0je7+bZDu0bjwNKbyBSARESchTJXpi/JEmDsqnLWbmk8wlfPvlvcgIrKOd3jnNxZ9XHeMxxq/oUbK7WgXlDjsxsJF5u4NcR98O+HZ0yr2KyLbZtNxvo45cZS5D9/N9ff3cf/YTY6Hc/SZ8qZtsQ+DzT6Ddl1Z67dFbSYylvFgmWPRHOUM2MEBgt4ezQsHjDJmZHfUWvTVAjJRiEkk8JkUpT7P6NASx5ILRKZ1qvt+1DjYJk0EpjLIlqpR7P1c0ExEDqF2tQSatVOtP97F4DzObxynbzdI0+1XTG9Hqy1f9R5LXufUd7/J6+8cY+D3jjJy+Wrl6nZ9oWalsYvIVrVrm127v87sk2N88G9/hff2vs4jiVtMBAkik97y2F1bF29HUH83tWuXXasFcztqj63/zlDT+N0hQ4J7ohJJc4PCqMPdNYFdyGJyeXypeJtnIPuNAjOyJ0wQYDJpfCZJnPYMpXIMhFksrSPLIiKyzYzp+Mu9CSNMIsJlkkQ2t65TRSfj9kFMY99Jfcbz+NBlUkGJ8wP3br1Is4jIHTBRAhNYCgOWHxh8mieTEd3UMfUgsRjSJkGfzRL3xeSOZEhZg71i8aW9PjvZLgrMyJ6wYyOsPHSElSMhJ+6f5GdPfI6z0TTJDlru7bXNinXV7nPa9yki+9FWsyyqx9uzp5h5aozl44bvGXph9W4FV7Zus9biDk/GBnys/zkez7zJz42eA1srol+9eqtsGRHZTnWBehOGmIfuIXuil6Wzjh5Thg5qyrQL1Ncy4rttzthq0d/a/Zu9z/pMnMbdAo3PHxhbLQYc8hfe9Tl+/8z9XPzGMe69Moi7Mdn5m5F9TYEZ2RO+N8PSyZDsUcNHj7zOxzILWBJdN1i3001bskTkEGvWNa+J0lgvM4+AP5rj/vT1XTixw8vhSJmQJ5MR2WieUp/HGFMpFamAjIhst9o8UA3OmDAkd7yHuXtD/ESOlNn8YuNmhdwP0hq/nc0+h8atUZ0WxQ+Mpdek+G9HX+O/HX2ND/E9+N7Mdp++7CEFZmRXmUQCE4aURjMs3QWliSLHE3Ndt9+0Ew7fNjgTe7qqTaCIHFDeVzsutd/WZHzlj3MKOu+0+gLygTEcve8Wk3/+HaRmHEPPzWDml3ALi7hsdg/PUkQOlPr2ztaSHwrIHvUMD65g2TwLpJbVcdDW81u12edQvw34dp9DDiYFZmT3GINNpzA9PSydSDL82BQPDU/yWOotgi5oj13TySBZG2wd/raLgomI7DsOcAanznM7prGYZEjALz/wb7l4boB/OflB3viF+xi82EvijUCBGRG5Pa0yJY0FH2PCkOXjlqEHpnnnxGVSprM17WEJJGz2Pm+37tpWn2PLOsyQlb1xOH57ZP8IAggD4qThSM8SZzLT1X2rh8eyy/NcocBX8ycJ83t9NiIiW2S0oNttx8IkTyVXeLjvOqU+Q6knhET3XNAQkS5Rl8XhA0hHJdK2SKC2zPtOaB0kIkwyudatT7qaMmZk+7WJxpoowicTFAYN3zvxLE+lLnEs7K7BvtPiv41DZK2g4+9lx/k7n/9hEtcjTj6nyIyI7AO18bpNK21vKgt1Yyu3K81659XmG4slaSzj0SLZox5bDEnd6oVLgdpmi0jnWq3Rm7XQ9hD7yvGWjS2cZW+NpZa5es9ResKz2MuTxHNzlTus5oVupcCM7C5jqhkz8EjyKg8kDl/RqguFCfpeSjB4sUzi6jzq3SQiXcP6dV2bFZzZHbV6Zf02R7nXURwIiFMhgTV4Zzd+oRIRaXQbWS+uGpgJ1NBi3+kJixT6AxLDaZK3kpUbV4s4a17oRlpNyc6rFpU0QTXSHrcudtUNbvdLSGAsFkPJBySWPIn5MiZf3OazExHZRK3QbzO1K2xNrrQVRhOMPTjFnzr3Kg8mrwGHp57AXqnvxhEYizUODLDaOduv23ogItJSBxkUNpUiPH4Mf/oYuaMx7xl/k0d6rmKNIfaubcFa2V13pWeYvxdmHkjhhwcqN/rqnKCfU1dSxoxsn8b0yLqorbGmUl8GwLmuL1FQq5Ze/2+g6W2Nj8vGCZILnsTNJbwKN4rIbquOyd55cE2uqLVYvK+MB/yjc7/Ne1JLpE1CQZk7sNlcUW/D/aayrcx4mv/8RERaabZtte5205OhdGqM/HiS3lOL/Onhr9BnS4Cl4Mskjb467hcPpK6TeHiB+bFeRl7pIXipesdWtzCpIPC+od8u2T1u/WQQd3laZGNwpmazNtlAZfBzfu0zERHZS60WZjYgOHeG0ngfy3fBeLBMr03t/vkdMK3mDxGRXbWhK5PBhxYXGpJhTJ8tkTGeAKMCwPtMZMpEQQyBx9st/Gy0zWnfUmBGtk9jFH41JT6uZNTZoJI1E4X46gXArVw13I+aZco06qRYsIjIrnHVMdmYJp0c1hcMDAb6Of8zY3zvt32Fn8hc4Z5IweTt0jgnbDZXxN7hvAUHxlWzZlTkUUQ61aa4+6ogIE5ayilDfyrPiSAiMIaw2tJCa9n9xRgPxuMDgwnD1pmwqw+wtQe23bose0OBGdl1PjB4Q2WBSSXDpHLHwSgiuWm2jIhItwhD7F0r/OMjz1ZvULbMTmtXUDluKA1oVPxXRLaZDww+MEQ2JmnCA7E2P6hsteaYN1SDLpoLupkCM7L9WkVea1kl1f9Y42BDU+nu1CwtfdNMGWuqI6qIyC4ypprK3KRAYJPxWxfTdkf9PNIsOBMYS8Daz8t48HGsH5CIdKbVWFGXSWOsxdvKBVTb7QUhDwsPJvbV+aBFBv/qbga3/jbNH/uKQqCyZwL8gYrC17pmiIjsa7WC7MZWOzjU/WlB9VB2X7PPvHJBo2qTn5mIyKZqgfraH2tXO78pMNM9VovBN6kZtGELW/0x7bo0yq5TxozsOYtZ287UZdqlnLdyPDnH3L0BcWKE4ecszMzu0NmJiDS3WZtl29ODOTZBaaKfvh51j9stmxUFHg+W6Du5yGLUR+GlpDaWicid82619ojv72HuvojshOc9fVNN17i3s/aV7TcSLHNuaIpybMkPDzAwMozPF3DZrIL2XUqBGdk9LQbxSnp292mWct6umHHtvm/JvM5L3/sML88dYcYeZfAlRER2Twctls2xCW585AjZI54/deRVQIvx7dRurmj3GT+RzPLvHvslXi1O8D+9/mc4umNnKCIHTrPue95Xbq/OC7lTA5z53jf43olneU/6TaBn3VO0224pu+vhRIH/+vineHr4NP/03u+n5+pJwqlFzKUr+HK5cpACNF1FgRnZPdXOEcY5bBkm435uxTMM2ARJE+312e2aARvz3v7z9IV5fr9Xy2oR2YcSEfkRKI7GjCWW9vpspKrXpng0AYP2GrHSZUTkdjTWFqn7u0tY3j54hQ+mLzIWrP+aqC2t+0vGJDgblphN3CJOe+J0SJiIqtvS2tSPUW2ZfUuhTtlVbn4Bbk4z8nKZv/K5H+c7n/tz/M7KCCUfd82AH3u3rrBv/RWD+n/XH1d/37BN8M7UZd7b+zrljPZ1isj+E/clyd9V5OSZKR5IXVcNrW1W+zxv5zMt+ZiSBzxN2p2LiLTQQT0xH8BwuMJYEG64aFo/bmk+2HsWQ9JEpEwJDJjaz7VdYxHVk9nX9FslO6+usJTLZoln5+i5uMDwVyOy3xjlGyuncbiuqTPj8B2da6vjMjbBvVEPjyRuESd24gxFRO5MnAoZHlvkHaNXOBnN7PXpHBq1gH79n0YOR9HXLd+00BaRbeKNoS/I0WtTRCbomoumh1FgLJEJiExcaZddT4GzrqSfmuy8xq4f1YiuN6y247NYLN2xuLSYjs610+NERPYbl7Cc7F/gsZ7LjAW5vT6dQ6PxinSzWmUWS6KxO5OIyA5RcGZ/67Ml/Okck0+mWD43iAmCtsX9Zf9SYEb2jgGMJzIxkQm6Ji2yccHc7Opmx6meituIyH7Q0DKznLF8eOxlfrj3KmfCtWImlW003bP19CCpfeaVK6RU5o8OCjmLiKxjTGUb5CZbIevHeY35+9dEYPnLj36ORz/+CrceDzCJqHXAvtlWNrXM3je645uwiIiI7BpvDD22QMYmiIzqmOw3FohTnmBsjKC/X4tqEdkWQdHx3MopvlYoMePWsiW75eLpYRQRcDZ5i4f7rlPu8drG1MX0k5O94X2lcOGGTZHdp7H4bydi73BAl5TVEZFDqOjDDVdJK9ka25/h2KqeykGz1fdZn41Zn4WZMgb74BI3fuQcyx+6H9vbe/snpaCOyOHifSXbrknGXebNBX7/Pz7Jj/72X+V/m363Cv3uc7F3RCbgieQk39f/LPFwCcJwa+P6JgWhZffoN032jPGVPweBJi4ROWicNzj8tgVM2hW0lYpOP5sAw+mRWRbOOZaOh5XU9ZqtLMhrxyo4IyIAM/OMP1ti9BnDc/Mn9vpspAMWw4mwlwcSGaJ0qX1XJtnXws0PEZHtpiCOiOwr3m/4ch6ZGItZN17V19FqZ7Pjahkg9fb7uFjJdPQbPpNOH3s7AmObflZJE/LU8CUW7ksxlZ3AJG6zxV+Tn7uIHCL1v//eY4xZTWa3dVdPOx37ZY/VfnjN6sg0u132Ff12iWxRJ1d8O7kybEHFf0Vk/6hfsBkIjNsQlCkTU6Z98d9aAMNtYa/mfl/sx95R8GVKPt5weyfzQZkYh7+t7MpmxydNyPcNPMPP3f0ZOLMCyWpgZrMMmFZFHrVYFzmcjF1fk8SYanOOtZs6Hftl9zWdU9zGoIwJgta1Z1T8d99QxoyIiIiAMQTDQ5j+PnLDlowtbOvT17I/ulFgLME+i6SnTEyfzREEd5j1oqCMyOHl3fov7G3GA6vr+QePAjL7igIzIjug49R/rYdFZC8ZA8ZirMGEIdmn7mbqsYjsuQKno2lgrXZJYOzqmNU4ntWyZKCy3z0yAbF3qxkmte0/zcbBko+plkMnaaIN9+8XSRNt2FbU6nOo3+5UCerc2Rea2hVri8ViVj/rAI+1Dh9WW9961z7QoiCMiNTzHhoyAY1j3fq0fgyrL0Yue2/DxQ7jMWGACUO885U5AfDl8vrjbICxpnJMkyLQsjcUmBHZIk1GInLgGAtBQH44IHuqzNj4In2mRH1gBrY+/tUCLpb2LbfjasAgZn8v+Ds9N4ff8I5r26EclS4aIRu7W232/JXP0659rsZVLniGASYK8aXy+i9ZDfUjRETa8XXjhGvTOVXBmf1ndfuwrW1P2yTgYizGOro0kfVAUmBGZBs0Rqxvp4W2iMiu8x5w+BiMD1k+bnnvo6/ySN81RoIt1ohpyA5sl2FTr5ZhcztFdbtByceUfMxncsP83NM/SHk54gef+Dr/z/EvEfmApAnbvu/a/BKuC/VYxqwhZZY5OzLD9KOn6R3uIbxwnfjmrfVPsPrcLbJpjFHQRuSwaPf7bgymzdYWBWP2n3U/D+8qxX/jGB/HaxmU9TVkaj9779Zi+JoD9g39dolsg1qhy9qfTuooBA3F1URE9oSvpjI7R27C8d8f/yR/bvA5Rmx6S0/TbKtSJ8VuA2OJzMbskYOi5GOyvsSn5h7h2K8luP//WuG3Xn0bC65ye6uCmo2FhWufZWAq25n6bYrjQYZHB64xf84ye38ahgc2PI+xBmNN88KPapctcni0+32vbmslaJ7d2K31wQ6T2hzqY1eZ09cV9K9m0dQHaFy8to1Jc8C+cDBXQSL7VCcdPEREdpMJQ4KRYeyRcVzGkTKe5B0GSQ7rWFdbGNtq1D32jqtxia8WRriwOEa0XMYs53C3Uvzy/OP8Se4oeV/e8DybfXb1QZrAOLylsqJrsrj2zq+rNbD+Tl0lFTl02v3eu8o4YTQ0HDyHcE7uNtrKJLINItO+fgKsL465+dEiIrvDZjKU7z9FfixBejRLn7Gk6rbXNGZtbEW74ufNgg/dkDWz2edRmw9qBXv/cOVe/tONd3Dx/BEeuDmPvznN2Ncn+EX3IQbPzfKOR/8VA1Hz913/M6gVUm6cbyweDJXgTGPKepPCnhsoOCNyONS2tbS6z8d413zLY+N80A1j9WHQ9udR/7NuV+BXc8C+od8qERGRwywIKPWGFHstyaiMNeaO2qLWgtC1P4fdQpxhZiVDkLVQKuOLRVJzMZkblvn5HrL+zkL1KVuinPaU0wYfKewvIm1s05fww5gR2bXa1BSS/UUZMyJ3oLEQWrsrqbXimLrKICL7iUkmKAyF5EYtw5kcKROubsWpt1nWS+3+nC+y5MpExjBgUy3HvG4bC7eaORQYi/OeyMQkwhgfUOmWEcf0vDJFcqqPK4k+rrx7kBPhPBmTWM2GaTV/1J9H7ZiP9L7IjQ8P8NzMCZbfmiDzXItijyIimzDG4K2pZOCxcbzptnH7oGv789DY33X02yVym2pXhesX6w5PuU17Ok1oIrLvhCHFHkOpDwYSeSy26TamVhozY/I+Zskb8gdsUXg7GUCVjlMxgXV468EavPOU33wLvvYCfVc8t8p9FLxbbYHdSq2mTGOR+ceSSf63o1/n/3XPb5EbrZtjasUeW6kFb3TVVERqjAFbae4DUCbuuKmF7C39jLqfMmZEtqh+4Gu8qmwxWIJ1xzUGY14pZvm/pz/IS/NH6b16sL64iEgXahNA6aSjUn1Bwdg7pmLD+dIoI8Eyg7bYUQ2ubtAsi6iTegvnkpO8c+wyvzvXRzyQJujvxeXy+EKB1GzMP7/0Ab4+eoU/O/JFHk92fh6bXyltsUhXJo2ItOI9+LXivxa7rpi5LjDuP1lX5GuFFJdK45SnU5U5WS2wu5ICMyJbUCvmGHtPsklxzPp/1zJngobEtN9beZA/+g/vZOBizMgLt9rk14iI7ID6DInaws2sXSHdqsZx72J5mM8v3cfp1DTnoldJH5BikY3nXz/O45u/v8BY3pda4OHEH7NSTvLakYfonR7GzswTF4tkLi1y45NH+PTRCUY+tsLjYy+vPner1271OTpv1/8MGxfltXa4oO4cItKU9x7jwFSHiMgEal6xj5V8zKwr8i8mP8Iz107Q90YA5Wqnv2ZzfU1963QFcPaN7l4liexzzQpoLscpknOe9M0CJpvfg7MSEakTBpT6DKUBx1Ay2zQzpFMWS0Clrkqwydacg6oxqFLyjoKHggsqV6Ld2iLY5AtkphzpKcPNYj8lH692X2r3nM2kTInioCE8e5pgbExblERky0wiQX44ID9iGEzk9vp0pI2CL3EzzvFWOcP5uTGKN3pIznt83GS+0HzQFZQxI7IFlbR9CE37K5i145op+YAw5wmXi/hSaSdPV0Rko4arY/FoP3xwjv/qnq/yvp7XCEx0W09b29b0cGKG4cFv0GdKDNhEywyP2lVYi+mKbJqmRTCrH2Vj9mQt5T/2jt/PHeW3pt7BV86f5d6rK7ibU/hiCbzH35xm6GuezKlhvvmRY1wdz9FnDUM2vfr4Tt0V5jj3Xef55qMn6P/KMY78mzxuaWntgE5aZ4vIoVY8O8byDy3y5NHL/OmxL6+OQbUtqWqXvX+8UnT8u9kP8OL8MYq/P8rd38gS3VrC5aoBtVZZMs3uk31BgRmRLep0Mmr9ZcQSlMAUy2vphiIieyROR3zbyef5W8MXgdsLytQExjIRpBm2MYGJSLYJ8hyEVtqtuvLVu5A/wgu3jhLcSmAXZolXVlbvc0tLuOVlkt5zfbmPWZcgMEWGOnz9+poPw0GS/8fxP+T86BH+3zPfzdHEnf0sReTwKfZH/NjdX+InB7/BoA1xRC3rayk4s7duxb08M3uSK7eGOflaCfvFb66VR1DgpSspMCM7q9XeRVNpxeetBg4RkYOkkgFjmm7lbDyum2w1g2WDdtNdqUzxUi//8/jH+FOjr/LnBy4SVLtj6QuQiOwWH0AmKNBng6aF27cyDhZ8iV9bOs4XF84xnFjh7tQtBoMV3pO6xomwd7tPfcfs1ywhh6UUB7iyWdsi2y4g4722NO1zCszIzqkVGjSA25g+7a05lIEZ56vBKkWzReSAqu/kAeuzSdZtBeoyt5Mx6TD4TSor+1yOwdcMz/t7WHh7mj/d9xrJINrSa27gNMeISAsturN5YxgMsgzY9Lqiv/VaNb5otOSK/MtL72Pq2QlKgzFDxxcY711m5K5PcyKMO3qO/WD1M2gSJG82t7XSqqh7s+fo5HmLPqBQDvFli4k7/F6h7x77mgIzsvPqByIbYIIAl0lQ7IdSn6cvUAFcEZHdFh6ZID4xxvy5NOOJpc0fQOeL6G7LhtkOd/rFwpYgKEK+HBJ3uM2r8TV7TJHhcBmfjmFkkABwyyv4UvGOzk1EDrZgdASGBsiOWTK2sHr77YzlsXcUfJkF55lZ7CE1bQjyIfNukIWBDNeODUF6ejtPf19pNU9ulm10O3OI87TPxpSuosCM7JzGQoPGEPT3YlIpFu7KUHwky5nxWR5OXdm7cxQROaSmv/0s5keneHj4LT7e900g03FB3vritjXtjm92XzdcKa13J+fr2y2evYc4xpY9tlRJTS95v647Uyc/D4vlgUSRs9F1Tt41zexTE2SmRkh98zLxzVtbPmcROcDqMidMGLL0/nu4+ZTFnFnh3ugWkFyXvVEbj+q3N7Uak5Z9gddKIeeLd+Eu9jL+TB5bdNh8idyxHn7n9Nv4yf7Ptn2O/aS+8HHTIvBVtfscHocD3z44025O2Wy8r7zO/v/sZGsUmJHdYyyEIaSSFHssE8OL3NM/xUiwAiT2+uxERA6H6jbT7ITh587+Mfcnb3AyXL/Ac3g2VhfYPvUBnYNeQyX2FucspqFV9roabM5jYjBlKMeW2+mdZDEM2DQAR3oWeX34KEEpJB2pCLCItGEsuZFKUOa+I7fosyUgue4QRy2YsHkXvZJ3zMcZpsp9RIuGxM1lzEoONz1LpnCSuUKma8f92oWLdvfXPqtW7qRe2R3VOZN9T4EZ2VUmDPGJiGK/4dsmLvBk70WOBUUUmBER2XkmDAmOH8X19ZAf8RyP5hixBSJTWYTXWl630uzq3+3oxgV5J/UDGo8pE/PV2dPwQh/91zzk8uuLL1aDM65QYPDlBdJTGS4dHcQ9tn4LwWav3Xi/8wbjaV1PoEV9CRE5ZIzBBJbCoOGhozd4sH+STN0QVQsEhHWh+k6yB0sEZOMkYRaYmiP3tlNc/UsnKI2X+HtHP9/x83SDde/DO2z1s2qWTdOuxlp9TZ9mhZdbPU4ODgVmZHdVAzOlPvjYwHM8kYwJyez1WYmIHAomkaB0bJj8eJLySJkjwTLD1q7roLSdC79uvSq6VfWp6Y3p/xenRhh7MSY1VcTnck0f7wsF/POvEhlL+p1PUWqSAr8VzhtwVIIzzaw+t1NwRuQQM0EAUUSp3/OBkfOcTdwiY4OWhWrrt1g2K4YL4IC8S1DwIWHWE09NsXTqHv7RD/wKH0zfIGMi6r+CdsM80fh5tMpcafU+2hUQrlf7fDfbvlo5xmEPXzm3A21//xbIgWSqi8AAj622AxURkV1gDC4ZUE5ZTCImZWIiY++4WG/sHXNxllvxCosuT8GXKd/Whpzu1mw+KxVCkrMlwsU8vlRu/WDvwcX0XvP81Ys/zN+7+RivFLO3lbp+f99NFu6PmTsX4Pt71t+pdqkiUuWdB+fwBiITE5j2401trqgPHNTXXgGYiQ1fWrqHr0yfIVqprPm9gZQtEhlL0MVjUO39B2bt+0uzzlX1ttK5KTCm+kffjQ4jZczI7opjKMfgwRpHZLT3XURkt5ggoDgQkhuxpHsL9FlD2rTfSlryMY5Kcdn6Iog1gbEs+wLPFPuYiXs5HU1zMiiQMpZ+u3Z84+K1Vap2N2pVvNF6i59PkHjhPD6Xx+Vym2aojHzqAu6FcT73wCnKf9vyP058hYhgw+dV/5nWahqEBATG8ldHvsS3f+xF/t3Ue3jjuQdIvsxqbaHKA6pBM2PABpXta8qcETnYamNA/e+7d5W1uYGUKRE1CajXj2+BsS3rj9UyX14oHuU3v/kOEjciTl2tdF41Hko+pOQdKdN9W3Ju53xj7ygTr5s76zUWVK58tt31ucj2UmBG9kyg/m4iIrvLGsopS7kHUokSUQfp0q04Kp2DSj5mOo55OX+Cm6V+yECfuUGfdfTucBHh3XY7KfembCotqwuFzQ8G4qkpmJpiIHyEK7khln2JDK5lanuzQpNHw16Oho7XBy5yPvlgBydp13dRFJGDzxhMIoFJp/EhRKZMwqwfB25nfpiPewhmQ1LTBlNy2EwGV3cd1h6w4MNWMk6n4xWWnCcwEAGRMfTZBMkOLlQflJo80poCM7I7jMFYA9ZS2xAZY7piX6mIyEFh0mnmHrCYhxf51uPnSZrWy4DaItBiaHWN9MuFNJ+YewcvzB1j8vPHSU95fuWJEt/28Cvc2zPJj/d/k/Egs/o83WyzLUXbPZ+ZXInnrx/jF/rfwft6X+O9yY2v3/iz6ej1G9+HunyIHA7eU19XKhjop/jY3eRHIzi9wqPJawzYEimTbDmWNBsHG489n5tg9DnofzNLbiJF4YfexuzbYk6Gs2RM1PVzQb1m27nqP49KBbfK9505l+O7X/xJ5r42QWGszOlzNznZO8dfnPhj3ptay7ABOgrUyMGjb8SyO4yt/jGr+9ud1/9+IiK7Kpkgf6LId9/9Iu/ve62j7US1vfTNFuov5E/yR1fOcfmlo5z+xBzj/+oZhr8a8eVrp/nq3BnmnV3dblP/PActIF/bVtQqeGNqc1/jnzZMsURhJs0XZu7mfOHIhvvru3t09Jl63yQo49f/V0QOtrrfddPTw8LZJLP3BZwdn+FEWGYiaJ29URvnysTVttDNx42bhT4GX1kiePZ1Cv2Wmbd7jpyZYSwokrGJAzf+1zR+JoFZv4VpyXlmvzHO3f/iEnf9F8+V54/ypYt3c754ZPXxtSxUtcU+nJQxI9uvWRtO7yqVv+pY4+BAJbmLiOxz1hL1lHg0c4Xj4Tx2k2WAq9uKVPIxy65ACc9MbCj4gE/ffIjyc4MMTnrsYpbYeYwH5wzOGwLj23aXOCxZk977ypy4hTbVZiXH4Esh5xfv4tefsLwr/RsM2JiJIL2uJkE7x6NZbr09ZMw+Re+FBdyL51sHZ0Tk0PEB+BASQUzKBG0L89baQUPzgvE3ysvcjCOuLA+RKlfGGReCjzyR3di57qCpfSaNNdgCY1dvM7HB5/MERYeJQ+KyoejD1cd3OrbXOA3fB4oCM7L9mrXh9L5S+R2qVworNWYO6uAsIrIf+Sjk+Og839dzY9POGLUrf7WF9ILLc7GcYMmleLVwjFulfi584xT3/Zur+IUl4qWl2gOJY0vZBwdqnG/3PipXSitfWIJ1tzs2LafWIlgT37zF0V/JYTJp3viLd/F7Ew9xNnmLD6WnGDDppk/V+IXgbYlpPvZdX+H59x3nxidOcuSVAF9qUUtmC0EjETkAjMGF4CJPKiiRNNG6Au+1OaA+uN6q+G/sHS8Uh/js0kNcvjnMfcVlvDG4CHwqJhMVV7dpdFtwptkWpfq24fWdmgAKvkTsPZEJVj+rSoAGbAnc4jJBtowtJiiXLCXfWfHfbvrM5PYoMCO7R10fRET2ljUkbEzGtu/E1CyNetbBV7P3MF3u5bXlCWbyPaRmDG5mDlcNypiwsqwwprOxXgvN1ny5TDw3h1laIjV9mi/M3s1sfw9PJCcZaPOxOfzqF4WUMZxNT1FwETfSJ3fpzEWk21jj77j2y5XSCK8sHsEtRpUOrACm8sd2OCccRAVfYioucL40QFAEH8eYuBq090alHWSVAjOy/byry5pp4KrBmcM7PouI7B3ncRhKPm66xajVVVKAX5x9L5/47feQnIPMLUe04jh5aQ6fy617Dh9AGDoStnxoirxHJiD2G9PYAbBgEgmIY3wcb7xA4euySev/Xb3NO8/Rz80zeetuXn7wHp78sTc4EWbXPUXtNZvVfIhMTGhjmq79m7XPFZFDw7jKn7JbP0CsbVuqaDVn1JSJ+dVrTzL5hycYv+phcXn1+YkNsVvLuOk2zc65sT5b7N3qZxQSENa1BH+x6Pkf3voh3pwZZuAtB95hnMfGBmKz7jkaX7M2J7f77OXgUGBGdka7RZ4WfyIie8b51ldFa1tyLOuLycbe8criESaeLpO+toK9dJ14bq5Jo2YqW1WtI7SO2JtKsOAQBGfqF9L1vKkU//XGgi9v/kTGbJwnX73I4MUEtvQAV35wBMhueFizoEyAIcARmSbbl2pBGVC7bJHDqpq10UzjmFZfc6xR7D1XpgeZeCUmNVWAXL7SibXaCMphDkRVyc0uNDj8hqDNZNzPK1ePYK+lSM0U18Z3B/hKl9r6x8PGCpytPnt7cBpcCQrMyE6oL3BYYwwmCCqDdBvN9nGKiMj2aZeyXrndritieC3OMhknuTQ3xNHpPMH0Aq5QaPn8QR7mFtPc7OnDYQ5Ua9TbYXwldd3Hm9R2qWly8cLHDopFUrMlfvHCe7h04nW+d/AbvDdV35Z14+cc4wlMJTDjA7DpVOW7QLm01jpXRA4tb8Fbv26rUWOWRmP2TL25OMvThQEulY7hrmboubKMzRYxPRlMOsXiWXjq4Td4fOAtMvYghGaaq/+M6gNZDsdUeRw/kyQ1Y7Blj+3rY+V4huCxBR4fu8ljqctNn6P2XajdHKrivweLAjOyMxoWliYIoBaYqQZn4oaBpj6F/uAO3SIie8gabF1B3sZgeGNhR4fn5eII38ydYulmLyevXqd87Xrbl4iyDjOTYLqvh5Jf60jRLE27G232PtbdVo19+HIZXKvATPX4ZvdX7/PlEr7kSVxfpPDlcf7T8Sex7/W8N/Vcy/OoiUxMZGN8CCaTxniPX4krGTIN26YqL6aVvshh4a2BusBM7B2FamZf0qx9TWw1xsw6x2/MPMnLcxP0XzCYly9CMokfH6E03kffg7P8wl2/i8USmcSB3tpae1+1wsAFX6LkHdeLQ6QnLT3XHLYYY4cHWbwr5B8+8p/51vRstT35+m5M9XNmq8/LtSkULN1JgRnZFd55TAA+GRH3JHDJSlcmERHZebanBzs2Qu54P6PJ2dXb6wvFNlPwJb6wfC+fvXEvyckIX6hLw2625QZILMakbiVYHsiQ9xuXGQdhUb7Z55Z1RV4pwbXyMNHy9mUMmXyB9C2PtwE38v2bHh8Zy2Cwwni0SGEkpnjfMcK5HPbCZVx243YoETm81rJkOh+zYgwFF1Ash9gYfKlcKQIfWHxgSIQxvTZVObZF1k032cr8teTKzLqAq4UhEouQmo+xhUrQywcwGGRXP5utvl7sHRZX2cp0uJNSDxQFZmR3uBgIKY/3s3RXmsJoTMaUgcS6lMnGfZkiInIbGrIf/ANnuPTt/eSOxvzA8OtAZ3UDZl2ZX/uj93L2NwsMzUzj5hfavqyPY9LPXeauS/1MfmiMS+8d5V2puQMRjNmKC2XHz774k8xeG+Toy+0DWa22CKzeV/fZuZtTTPwBxKP9PPP4Sbir/XlkTIKnkjM8kpjm4nvG+J3xh/EXh7jnFwtw4c2G19LFEpFDxRhMtSFHrfZYZTsNa3/fRO0iqzG+MoR4h/ceY8yGgMFBngcaC+cDvFwa4I+WHuSP37qH48/nSJy/vrZ7YJPhtpZpupnAOjAtywS1psLv+5ICM7KrypmQwoDBp8sE1bTJZgULRURk+5QGkmRPlek/ssTJaKazx/iYeRfSc9ViP/8sqxttagGGpkEGT3zzFtyaouehERZdGpjbrrexb2xWN2fepZi9MUDPpZDUdKFSCKBVgd3NFsV1i3OXz+PeukKwOER26QzLLk9kgmoq/EaRCRgNegD48MBLlO4O+N34IXwm2f41ReTwaBiCthJAiTGUXUA5tgSukiFvjcFHAS6yBNYd6O1LzdSCKjNxL5eyI+SWkkQzS5Rv3iIYHMT09nTUnbbdZ7buvjtpRa7C7/uKAjOyc+pTIb3HJpPcfGeSwQ9O8oGxywzaWire+lZxh2nwFhHZVg0p6DaVgigiNxpx5K4pHh25zvFwHki0Lej4emmFX5x9Ly/MHyNzs+6YTlPcfa1eWPenrjdqNkc1FstccikSN0P633Qkp3O4OG6dGdPsM60Fa1oEbXyhwMifJHkk99c4eWaKX37g33Eq7G173ueiGT46+DzPjx7HJ/vaHisiB1TDeGNc5Xt9s259nbRqPl8a4atfu4/+C5ahV1cqGTNnjvPGjwxQPlbgL5/45obsj4O4zm8s3OvwOG8pe1trzVett2krrZS2afuR85V0GdM4V7QqKr8uU+bgzc/dToEZ2Vm1wdfHkIgoPbrCHz7yH6p3JigTExJsKHZ1EAdtEZEdVd/+2MWVhWAigcmkyQ8ZPnzkDd7de4GJoAgkgNYL5FeLY/zmK4/hJlOcvlHa1tM8aN33Yu8or+YTVYonL8VpMjcN/W8sYacXcK0K/9Zs+CxapJdXF9u+WGT8U28y9sVernz3US6d6+XUJiu6u6Ne7o4K/M7QDV5PDFa2Gqj4r8jh0TQIDMaZDYGZ2rgWe09gDEGTQrOxd7yWP8bEV2DoT97ALS3jvCd3opePfvvT/MTwl7grLAGVrL3VcdIfnPG/Xv13GYej6APKzlaG88BUtjEZW52rmz/HVudH783G7Jv6tQCsC8CYoLJx2cdorN+HFJiRnVcbEIwF40maaH0HpgM4OIuI7Jm6Mdf09+EG+yj1G04k5jgSLJDqIOtlPs4QTyfJ3LIE2XJnmTINWZIA8SHoGhEYi/OVtqjrtjh5Wm/5alRfS6bVnv+6z9c7j3cO4hgbg/MWtb4WkdvhDevaZddYLBhX+W+D6XiF63HAhdw4Udbh8/lK9zkqnZ4GwhzDtkiqrrNT7XkOw7rfYknZEpmwiEk4fCLE9vZQeOQUi3clWDxXZtDmgbXiv1stjvxWcYyZS0OkJwOixaXKt6rVALtrEvCvzB2yfykwI9uj8UotVBekdVcJvQNvKPlYhX5FRLaLrY6ltdTk6pd6EwSUTo6yfCrNysmYpzIXeDjyJE163cMbixYGxvJ6/ijDL1gG3igQ3ZgjDiN8HLdu+Vx9PYytHOfj1YKSJR+3He/rX38/zwvtrmRWzrvJuXeyzl7dttQmq2ZD0MtV6tbQvOjjpp9pLWDUJJgmIgdU4++493gLvq5ddk1gbK2B84anib3jm8V+PjH3Dj535W6OzRaJF5dXLwq40DAeLXIsTBLWtYHev6P79qptaxoJljmTmeGZ3pOU+lMkJ0a5+MMB/+BbfoPTiWnuiyqfSMnH1cC+7WgOrGUz/d7Ug9z9G0USl6bxcwu4MKwEXla/hzWZU2r3GVNZO6j4776iwIzsnupitjL4HJbhWURkj1iDSwaUMgafjBm0RTK2p6OH5uKI5IInMZOFfAEAY03rLem14Lw1ULcWrGXM1G9RPQxXSzvSqkvTVp7CeUwMKz7BspsnaaJ9HdwSkX3EGFxkcJEnNGuDeyclBabK/by2MMHKfBpbyONdjIkSmEREnDCkTKllUfJu1mm5hcBYekyRgSBHMioRJzO4TIKe8RV+sn+6etTtfT61oPtiIUXvtXnKb10BG2Cs+mZ3OwVmZHvUruC1WmQaUy125dfVlAEOfEEwEZE71q7+R320xFS3tGzxC39jEfbFcpr0VBFzfRq3soIvN6kzUx9Y8L5yTK2oYHUPfWTitoUja+N/u2P2i/r6Aa3UFsxFH1RqCIS2/TawusV0JdOorkAjtC4C7D1+ZQVKRXpvHOH/+9a38bXRN/m+/md4JFF57GadoxqfT0QOiWog3Q31svBgmbvuvsW3DL+2pWYcvzr5FJP/5RRHbjqCG7OUjcG//T5mH+xl9mHP6cRUy8ce1HV/qZqhUguOn43ypHpe4bWJCb52ZpRif8Bwz83V4+vnP9vw3aidyATE3lSznNa2Lm2oG9OqAPDq35Uts98oMCPbp4NfbmNoGZQREZHb0PhlvhqcMR12UGo2Jq+UE4TzBeKpFovr1e2rbu0cattXawVqTaUr02ZBmcZz6AauSa9TV7dvyWHxplrwsdnPofr5GVstCAkQx+vuA9pub3K5HOQLpKZLnL8ywXIpwaPpKzyQmNlwAaSeNbXAma6uihxKxmKCAJdJMHxinh84/iyPpy4RmMS6w9pt33z95hhn/nAWO7NIPD2DCQKWTvcw/Q5H36lFxoIV6uun1KvfOtstNvu+Uiv4W1EZ08eDHkas4+29l/nc+NvxgeV0Krv6mM228LabIwNjMcbXzRXN6pI1LwC8dpuCMvuNAjOypxpb6ImIyB2q7hn3HSy66sdfh+eT2QH+cOEBvnLhDPdnF2kZFqhdbatpyJ7BGJrUkmyq24IyrduM27q/OYwHE1c/hMa9/NXPzzuLafyU6z/bdtudqsdFiwWSl/q5nh/lrROj2J65tufvvN1YY2YbtlWJSBexBhdahjM5ziUnGbZr3fpayboif5Tv53zhCKXrPdjlSXw+X6l3ZSyltIHBIqO9K0RtCmxZTNPg9n7WOE81C1o1K5K8ev8W3267oMyyy5P1MblSRLpdbbJaAWDVkekaCszI7vAenMf7jemRza7WdttCXURkx23SqQdoW5w3blYllrWrdllf5OcvfISVP5hg4rqD2YUOAgNNzqF2n2/flambx/lm5x6su99jYo8pVX4eNhHhY4cvFdcOqmYYNY3x+LqAjqH1wtp7gmvTHPt8kuVjCZ559BTR8MV1hzRe/HCtrlKrXbbIoWGMwSUCHhqY5EPpZUIyq/e1umh6My7yjy58lGuXRhn9psHdnMLl8kBljCsMGc4dv8XDg9fps60DM/WFgLtx3V8rvgustv7etLixB+Mq42/te1C7jCFHpdNf2PCssXfcjMtcKfezmE0xEi+1ec2GJiz11mVm1mW+yp7qnt8COfCUOSMi0kInQZkmx/jA4EMg8AQtUlhqi0PnPfPLGTI3HanZMlRbn94u4z1Zl2DZ5Vf33h9KO7zY9cUi0Wye1FzM63NjfCUf82ZpWXOqiDS1WiTWQNKWSZqo6VaZ2h+orNHz3jK3kiaaDUgsu0p77NrFAGvxAaTDEumgSU2yQ67Z9Fv/+XbK4XmpOM4fLD1Ebi4N5bq5VdtTu54yZmTn1KKx9e1bzcao+FbbxImIHHrN2hw3LMpMGFIYCslOGNIDeaImudSrnZIAawz52RR3vbSEXcristnWhQQ3FBFkQ8ZFkPd8bf4MpxPTvC0xyZmo97be6n7W6mpvgMNbU6kxA7hiaeP2p062DzXLgGr4nN3iMvbyDXrnesn/++P89Km/SvLJWX7vHb/IeNCzISvV4pu3StWiXuTwsJ1nq5d8TNYXuR73kbvRy/BFyNwqVrYwAbi4Wrx866fRTZkyNZXtrHV/r2oMhm94b00eU3ucw68rgt+sIHDJx9yMc/zNr/55Rn4/xZkbJdxs+62rbSlTZt9RYEZ2Xq1AZIs2bg5H7H2ru0VEpN5mX6BrCzlrKacMpV5Pf7JI1MEYa7MBwY1pfDaHL9VlzKwrLEzborSrz1Vy3Mj2c74wwelwpmkGRzcuyjtmWPvcGgMs21jbxZeKxDOzmIVFRr4cMPRKDxcGh1h5zNOYW1/7vL1hYxK9Fucih46r2+LaqhOTw5F1MUsuTbhoyUzHBIvF9cFmd7jGj1ZzV31h405ba9ce4/BQfUzLn4M3JF9LM/KbL0CphCsU1q8JOt2SWqsxpnF/X1FgRnZOfQHDao2ZZixWQRkRkXbqF1v1GQ6NmSvGrC6WTSJi8Yzl+Duu856xi/S0WCAuuBzPFnp4o3iGxJzF5/P4chljDZ6GrIpOitJWJaazXPzqMf6vY2O4d1oeGzl/u+9+X+i0i1TsHUfCBeYfK1Ls62fi6STR9cn1wZn6wrvbxDuPWclhjSGx0M/nc6eZdde5J4oZsOkWD9KiXOSw8oZqy+X2Y1rJxyx5w61yP8lZQ+bKCsHsIuU2wZh2+e/dWFemU/V1Y+rfnzdsiIbXt8tufEyzzygkIMCzoVzcZuN4kx0Msj8pMCM7q4MBoH770kEerEVEbosxmGpL5Uq6eH1nnwZ1QRsTRRQfyPLrD/wKSWPpNammqdazccyvzz7Jy3NHyNz0uJUcPo4xUYgJqGTO1DJk6oNCjVfmGrbEmMuTnPnPlvx4hv9y7BH+XpcHZuq1mqti7yj4MneFWX7myS/w6oNHeL7wIMf+JMA3Zs202ALW0mbHeYdbWMTkcqSnJvjM7MPc6BtisP9ZBuz68zaeFp2lROTAq+8kZPymHYfyPmY2TnGtOETvdQfPn6ccxxsyAY1vU1yctS07qzrMKNkvNgvOt30vFrylspW0qj67pvGxq59T3WcUGLuW+epcpfNiu3mjNhcHQTUwYyp1gWTfUmBGRESkC3jXwSLMWIL+XvyJo+QnehgdXGDIptYt/BqDMyUMi6UUK8UEpkz1qprrPDW9WfZM9eqczZcJ8zF51z2L7zsVGEPKwJnkFADPJh/c+pPcboekIIAogYsM/VGegSC7bgvbWuvWTf5fEpGDa4tB2az3XCsPMVnoJyh6fLl1cV+7SaGZbmyVfaciExMnPXHKkAo3fnbNAjqNn9Oyy/NayfJq8S7CLG13IjTyztO0hKfmgH1HgRnZfh0uKGtdOppFikVEpMr7za9yGYNNpzHJJIV3nOXinzEcOTrH3zj7hxuKqjcWK8y6kJu5PuYXM4zk/WoAaN3iu7FQbCcLOmPxxuAPyF7VdkUe1x3jYTRI8+HMZaaSV/k3Ax9qWWMNaBLUqm9jGm88rtkcawwmjLCDA/i+DLlxzw8MP8190QJjQbLTtygih4B3HuNcJcNlw76YjS6W+vmNqSd48eZRxpbita2YDfNCq6dqzMDp1jYftTbireaCVt9lRsJlShMl4lTI8dT86u3tGp40tt/+eiHDX3/hR1ic7OPUa2VcvrA+wLauzkz1PGoZTT7GaxtTV1BgRnZVbUyopDPW9lYGqwOdAjQiIrfHJCJMT4bcWMRT973OR0ee5x2pq0BP28fFGHKliLhkMfXxhsZAQK2Q+1YWd7b2FL7jQojdoF0dgNqCejzoodcUcYldWgxbg09GuHREOQ1nwwVOhGudsGLvKBNT8msdRUTkcKpsg2l+X+M4Pe8yvLU4xMp8miOFxu5ydkMx+KBuImkVxO5WtzOHZUyBKFOk5KA/zN/W696K+1i83kfmSkhyNtu8Yx+s26a2joIyXUGBGdl+zX75jQFrKBdCXi+tEOBJGkgYw4BNEHZt/PwOuM7TEEVEVjXZOmTCiJX33cfNd4YU7yrwsyMv8mjyGsMt1mj1AYWgbnVuWg1JW22rWd0OZWKPcR7vN2ZGdlpMt1vF3lGisng2xuC30i2DNl9mWtUWajOfxN7x75fH+E8338Gzr9/FAwuLbN5XS0T2pRZZc52Oz8ZW65Z1mMz4B/MPsfL7ExyZdCQvT1Jefe26YvAtsgJrWSYHVSdz193RHD/2wDeYK2X4YO+rW3r+uTjLvHM8t/IoPW+F9F9yhLMrG8fvxgL90pUUmJFdYYKgsjDNhbxaHKPHFhgLVkiZmKQp09smne8gqhReVFBGRLaoRZtlE1im3h7yg9/zee5N3eA7et6q1paJNjxFy0Vyqzz0rbbVrB7vY4dxruVV2frChwdRJTul+llbu9YVoxO3Mz/4ui9JxhPUfawOzyemHuPFL97D4BWDWVzZ+vOLyN6rLwZf2+JaPy9Ah1tNTcshv9HXp05y8reuU750hXL9GFZfbN6YtoGegxh879TdUS///egLOHzb7UvNzDvH+dIQry5N0H/JMfDaIkzPt36Avlt0NQVmZFd45/GFIpm3Qv7h+Y8ykMxzomee4cQKHxv4Jg8mlsiYgF6b2utT3XGZoEh+yJKe6CeRzcPc3F6fkogcAHHSc2/qBqeiWZLGblq/a10rTzZZz93GYs8YUw1INL//IBeBjL3DYgnq3/wuXDU2uQI2COi50s9fe/MHGElWAjAOw9OvnGXoMmRuxfhCccfPRUR2hm/MjqsFz2t/34Q9d4bFB4eZvyfgdGp6022mzhto0oVplbFgLd5AaON1BYBrFwKa1WY5TMGaxpoxnYi9I+sDZuNeFoppohWHWc5BSeP3QaXAjGyPdcUKm9QgcDHxwiKnf+0q8Wf6KIwN8ezpkxSGDa99ZIKfPvYFzkbTPBQdrIG61hrQUVmkAxyN5pm/z1PqSXOkMAxXr+3xWYpIV2pYiJf6PB/OXKLPhqRNsuVYumFLEYbYWXDV1ppRiC/RfBFuq0vLTgoJWoMPLS4wqzVmGl+/W4u/t8o6qm8HazFE1fe2rs35TjAG7zzxrWnMjOXEf8yS/8Io1+z46iEPLM9jlrL4QhE3v7Bz5yIiO8f7DTVdVm/vhDFc+/Yxfuhn/pAHUtd5T+o6kLn98zEGY01lDAohExbJBAWC6vxUvwY+XLnxd6ZWE2wy7uWV/DFuzPdzajKLu3IdX1LL64NKgRnZPS6m/NYVuGzJnDwGfoJsNuKtuSHOj0zQZ3O4qHjgBu5akePaxJSyJeIeR6nX4pIh3feVRET2TGNB3hprIfQMB0mSZuP2pc6ee5P7G1+zo+f0GA/lOCDni5U0bk9XF3tvDMq0C4BZ3zpjaNt5hy/F+BK4a9fh2vV1d8e38/MTkYPFWIqD8DODX+do2EvsK0GZZhktZWJi7ynHbcZqYzGJBCaVxAXQGxZJmfKma9tuHf93Sy3AP1Xu542VMfLLSWx2ibhQ2OMzk52kwIxsj/oiYM2i9rYu3OIdbnaezGuG5K0+bowM8c/e/DCnH7nOyXO/xrCFAZva8j7MvbBZKmatdWq9lClB5HAJjw+1UBaR21Cfum5MtQYMxN4TszYubbnArqeSst6qDWenRYC9x+cL2JlFEsD0jQF+9e6z3J24yftSeYKGZXs3pbVvPuY3di0BE4aVq5yttgLcqU1aaa/Wt2lVnL/Zc4lId1g3Rnf2+1sbiernipKPV7MYy8R8KjvE11fOMHd1gKPF5ll2tieDe+A0hZEUuXsKfHzoWY6FC/TZBFBpCR13WsxGVudsi6HkPf/0/IfxnxjhxK0Ybk6vHbiVum/SNRSYke3TaoCopTmyti/WLS3hlpawtzKM99xL79UkFzMTTJ7tIWCZPutgH+fO1AZOh4dOgjN1IlPGhB4XgW9RxV5EZFP1wZmqEjERwbrRs0zccec745tvuzFBsOXtOK5YgvkFrDFEM0N8Yf4eCv0RTyVfa5rV003BmWZq59/4HrwBrMVYsxtlZja0NV8tFOo2trVd3wqdXamDIyLbqL6UAFD/u99Sk7trW46objkq+ZivLZ/lD67fR+pWiC/HTQO/JpVi5WSGlYmAY0cn+UBqiaRJrBsHu3lc3ynNtvbWq13Ynb0wzLl/+wy+UFjrxNSiCYB0P/2myK7wzleCMg2LPl8qE81m6bleoPd8xN9++Yf5+1c/zmul7mjk2aw+Quxd29aAU+V+gskEPVcN0YJSEkXkNtSyZBoEmA1djmr1rVqNSyUfsJhNYVZCgmJjtkdl0b+h2GSn4hjKZUwZsuUEWZcgPqAFf5stsB2u0oXPucpnuBvbiRrn2fr5t1V2TLW9uYh0GV+3tu6k9leL33OLWTdX5H3Mq0sTTF0bJDkLlMvV12r//A7Xsqj7Zuvjw2RbtvMqKHPgKGNGdlZtEVifvl23MPSlIu78JYLAcnLqOLkXh3n13Ch/8Bcv8ejwxV0+2c61GkxLPl4r9NuwhaBWFPLNwhjDL8HQK4sEV6dQCS8R6VhjoXVYWyybStp445XKgLpC5NWMiVrwJjCWFZ8gN5cmfcsSLZXWXsu2ybLZLHXemMq21UIBUygS5A0z+R5myz2UmizOu+mKaifbw1Y7keArF7DL1W1Mq9vOdmhB3biFCdbm39r/O4b1X+C0uBfpbq0KAm9Bfdegko/Jes/zV48z9GxI/1slfAe1TWJnyfsYi91QjqBWs6Zyvt015u+mtp/LVorvS1dSYEZ2Tv2+9noNg4kvFfElCGbnSSUi0sODLMTpXTzR3VVwIWHeYVcK+FJp8weIiGzGtb8KGRi7GpRplPcRJhuQWIIg32Jxv5WrnBuyMhzGVRbtZWfR9VIRkV1kA0wQYAf6MKkU5YzfdHNr7MGVLGEOgkLrUduEAcW+SkHh8WSeYNeqnR9cBV/iarnAZJwhyOnzPEwUmJGdY2xlb7s3zWsTNOxVdUvLWO9JHe9luZzc5ZO9M/XFumrXHBqj3rWrEZGpfvG53a0BInJ43cGV0UoRxo0L7CvFEYafN4x9dRYzNUtcG6sbC9U2bp/aZExf5Xy1MHHlfkt3Xy2tZUA2djBx+NXtrbX7Am/Wd2Xazaucja/V6v8d1SkQ6X7N6kV5jwlDTDqNHR3m6sePs3TW8fBjb5Kxweq4Beu35kcmIDJgrMdb8IFpme3nxodY+M4Vvvfe5/lTfS/Ra5MbttPWhC3Wx1JR+3k8W7D81Nf/MuXLPRz9mltrj70u+1Hj9kGkwIzsndXJozLQ+EKBuFgkXClT8vu38G87W55sFJwRkV1UCyrUW4gz9F0r4158dfMnqI1xt9FdyHlDjD0QV1Qbx/pWNRVqNRuMMfuzso6KSIp0v7qgzGqzjdW2SwEmEeH6Myw+UOa9j77Oh4ZeJSKoK/gLtiGHJgAwleLltQLmq69VN1bEvUk+fPYV/uH4M9Vxce15ml0IUFCmPYfjcnkU83IfR16M6X1jAdcqY1Xj9oGjwIzsHO/WJoZmA0eLgcZ08RizWZX1mm5+jyKy//jY0fd6wEdf+QEeGbrO3xn7Y06EveuOaVwkX4uzXCz1842FUwSFDgMtt1G40ccx0TJMzfVxtXeQUl2Iots7MdU0XiHOuiKvlOBaeZBoyeD36+K5SWcvEekSTbaNerd+PLXJJAwPUhzJkBlb4QNDr/NQ8hqRCarj1vrMP6gG8Fdfo/pfV1fTrIE1bt3ja89xEMb27daYXVl/+604y8VyhqeXz5KchfRUEbuc37j9V+P2gaXAjOyczVLumwZrKkUsne+uwbw2uK6mhXbyZWO/LtRFpOv4OObol5aYmz3OJx85zvf+wDOcCNeWc/Up67WijK8Wh/hPs0/w/PVj3LXSpt5VJ9uXmt1Xd3tywbN8I8XlgSGK1eO2NF7uc40L7FlX5PeWHufl5aMk5k2lOxW03u51pzp53lY/q9rfd+rcRGRnNGxbqvx9/XYX05OhNN5P9kjE48fO8+N9l6pblarbiqpPVWteUXmO+teo/rdNRyZrPIGx6xpgdJL33kkh9YPG4Sn5mMAYAtZ/d7hYzvCZpUf46tRpem7EJC7P4ucX286tcrAoMCP7Q5el43V6lTf2jmVfoOQdsw5m4xSvLk1gS359i0MRkXY2+9LsKwXF0zMposWIyfIAC+46KROSNNHqYQ7HrTjPivN8eeVJvnTtDMUbPdj8/M4V5XWO5GJMaipk/liGQvcM9bct6w3PLZ7g1elxEouH4A2LyP5jLH6wj4W70ywfN5xKz5GxiaaHWgyOte2Xmz+3wQQBLlwL+NaeoxOHvW12s8/5fPEIn7l+P5PXhzi9GEO+UOno10wXfWeSzikwI7uvy6/KtZtM6tsNAuR8kS/nB7lWGuK/3HobL149hr2S4vStLCZfxMWHe2ISkQ411ORq6tYMPfkifSNH+f25h4hMzDuS1zkTRatj01xc4DeW7uelleN8+itv4/QnyhyfW8Jcut76edulTbe7r7pw997T9/RVel/J8JYZZ+qpNKdDt2G83O+abVUt1bUfr7/9fGmE575wL0MvwdArS5Ubd/MCRPWzB9aK72/22l06J4scWLXuprCWFdPqNhs0baM8/7YR7vrZ13nX4Jt8V98LQE/Tl6qMx2tj2OrY7Bq231fHe5tOY3p6yPeEBDhKPsZi1l0I2MxhyZKpV9tCVv/eg2oH23/+5vtJ/v+Gue9WHntpknhxcS3bUg4FBWZkd7Vb3B9AeR9zqTjKG/lxXp8aI3gzRfqmIcgWoVzetMWtiEine8l9NgexI7k4ztWVQS70THB3NLUumJz3jteyR3hx9ig9lwNSX3uFeHllfcC5VQDhdtKpjQXnKV+/Ad6Tnh4j7yOgxVXALlb/Gc7HPWSuGwbPLxNMLVDei0Lvqwt/LexFutWGYr71NmwttesP9I78kOGvHPss7006AtM8KHMbJ4VJRJjeDHHKEtqtr2UPY1Cmptl7D4xlaq6Pe796kXh6RqP2IaXAjOyuWmS/iwMxta4m7Qr9Lrs8867M1wtH+CfPfjvmSoreq4b+S2USSyXsrTnc8gq+2Kaug4gIVMfLzRe+vlgE5+i9sMD13zrFL42e4r889Qg/duppAhzWeM7nJvjk5x6n/4Jl/NUCrlDYeJX1TsbnhiCSb3K1z5rurCnT7Jwbi/7mfJF5V+Z6aZAg77G5EhRLTa9kb6smrbGbffYi0kUaf49XM87dhuM2zBF12YwBWx9zY6BpK7nqa+WfPMeVb41wx/N8oO/V1bGw2Vb/w1hL5naonK8oMCO7r4uDMjX1LWebTUJLrsxb5QxfXDpH/+dTjD2zTHhrgfjaJHhHudWeURGRZjrYhuLL5cp+9Jdf58iFBHZwgDfje/gN+zjGeELruDo7yKnPxCQ/+ww+jvG30fa6pQ0dQjYWgPem8iUBNi7cu3HB3lj0d8mVuVpOc60wRJgDky3gS6W9mfe282crInujsTh3/W3Njmu8zUPQNMLSWqUYbYOG8X364QR//3v/I/cnbvBAokhg0k3XxY3b/7t1rN81+mwONQVmRG5TfXAGKlkyv7l8gpdyJ7hV6OPy8hCXbw1z5KYjWMjhV3LVvf7aviQiO8j7SvZMLk/PNc/l1ybAgLeeaCEgObOMLxW3/Jw7efxBWKgHxrLkDW+UxrmeGyDMO0y+qMxIEdk+++TipreQsQUytkRQzfVoXBe3uk3WLLs8v5ud4JXccbiarpQ5gK6vxym3R4EZ2X61wmS3m7rdYT2F/aD+y8SFkuEffPoHOfIliJZikjN57snnMdev4JdXKleydzqdXUQEwHvi5RUmPnmR8c/3Vm4zBlMq425ObfH6aeevuRlzwIe/i6VhPjn9KN+8dpxTk0XiyVvaUiQid26H146N241qq9utjtmt6qc0voZUvFX2/L0/+mFGng6560IBt7xSucNYjDVrxdvlUFBgRrbfNlz5tKY7Bu/YO8rELLkil8oTZK5ZBl6cxiwsE9+8hWscULso6CQiXc7FlCdvwuTNvT6TNR7yPqLg84QEByJTpt6iS3Ez10cxG2ELxa1nJomIbCNTHXNLvrShG1A7O9Ex76CN93eiFqRacgmSN0OGXssT3VwkViD/UFNgRrZPY1GyTiO8jftmvcf5/T94z8VZ5p3jE8sP889ffj+FWxlOvViCWzO4XH4tyt0YjOny4sciIrfFGKIVz3+efYKp/td5KnWFU2EG6J4F+2b1Ed4sjPPm9VGiyQQ2u9JByWYRkTbucEtLmIVPLryNeXeep5KTHA17mx7XWC8rhsoW2KBSG2w71q3tmmYcNosuz8VyyNO5cyTmDdHMCmZpZe0A7yol2pp97pvVG5KupcCMbL+tDhK1AbqLUhxj75h3jimX5A+mHiD1x32M3IzpefUW5ZnZ5i0Ma7rofYqIbIvqFtcw73lu5jgAp6NpToR+Q2ej/aqTNPwbxQHsrQTJGYNRbRkR2WntvqQbQ5RzPDd3Ams856Ipjnb4tK761N6Ct40XGLfY4Unr3g2WvON8cYLXskdILHrMwjI+l1s7oNV3qVq5iNXjlGFzkCgwI3vPu66pQh57R8GXyfoSn1h+mM/NnOOlC8c5cT0mNVWAXL75A2uTUpe8TxGRbVVtsZqcK3HxjTFmlzO8r/91Hk9O7/WZ3bEFl+MTyyd5NXeMT772MP0XDJnpGLOS2/zBIiJ3okkwZvV270nOlblw/ig3j/Ty7t4LPJRY7uhpbfUpTAzGNbxGXaDFVdJp2j6XasxsNBkn+aOF+3l+5hiJJY/P5vCl8uYXb2ut0Wu1POVAUWBGdk59VLdd0dsmLVX3qzIxs67I9TjJP3vp/SS+2sfRq47+r1zCLS4RFwobH9TY6tBYQEWAReSAqh/761s2e0/y0jQnPnOEpeP9fOn0Pfxo39zenONtaJV+fzN2/E/PfZTwhV7GX48Z/PxFfDZHnM1uPFidNkRkK7YyVhiDCSrVYWrb6VMXq2PuiSG+eOoc39vz7KZPUxvrfGywJbDl6rb8hq34Wy07oC1Ma14uHOcPXrsfeyPFmas54vn5zh/cRd+bZGsUmJF9w6ZSmN4ecv0J0sH+LZhY8pB1SQqLSQZvOtJTJdzyCq7ZIlxERFb5XJ7UdJFy2jKZ72fB5UiZkKSJ9vrUtqS+VkLeB5SWkvTOeFIzZeKZORX9FZHd1yyIk8uTmipSSid5KzvM1fIyfTZgwKaByljmqhkvFkOZmKwrMR1H+HxAlPPYwsbOQAe9w95Oy7sIlw2JcgZTijdexJVDSYEZ2T4tM2I6SLUzhvgd93HjvT2snIz5iz2XtvXUtkvel7kZp7lUGiV1OcHw125iVnLEudz6Qr/1VxXW7f/dYmFkEZH9rFl2TC3Vugk3v0B4AfrzY3zjzVP8s4FHeXv6Eh9K54nMTvQB2X4lH1PyMYExBFicNwSLAT23HNFCvv2cp7FfRLZLkww8H8frbnPzC0SvewaXx/j6M/fwM4Uf5TuPvMhfHjyPxXIjzpH3hgCPBa7EvXx26TFeW55g4KX/P3v/HSZZlt73nd9zbtxw6V1lluvybaa7Z3q6p8cPzABDDEgYwhLAkhRIiZREUSS4lFaklhJJ7YorSpQoLSnRgeTSwEkDYuAJjPemZ3qmp70p7yuz0mf4e87+EXEzIyNvREZWpYnM+n3w9NNZETcibhZ6zjnxnve8b8jwN25AoUhUrW34+AhLhCFSmfOuxYGwgstgKhZbqQe5vA2ayh4kBGc0dzwQFJiRndW8QN2kinhxKsvKEyUOT85zPLxL/YRrb3Hes+LTzEd5MnMQvXVp4zGt+Nxnu6i3BlcROUBMozDkunhEm3HOl8tEt++QCkO4e5zn5k8wFBT47twldqZB6/ZzOKpE9XYlBiIMtmwIF6vYYpWotR6DiMh2W1cEtmkd2jL2ulIJSiUCoO/qEG/0TTGZX6Q69BoWz7xLseTShCYijeNqdYznZk9wZW6E4RsRtYuXd/XXehA4HFUfYGoG2+i8ZKzBu5bvPUnfofQd4kBTYEa231YjvY3JpdJvOTY1x2Mjtxi1JSC/Y7e47ZKyYpJoQBWRA8Y7f89FCFPWYfdJTnx8fMliyZoUC67Cq2X4cuEc2RlD5tYKZnFlk3cREdkGHTITNzAGymVGX62RXgj5QuVR/ka6wEI1xxcunCFaTNfTNgyYYkB22pIqQP/lJXybIzbeQmhqhMYR7JPOer1g2ZcpuIgXFo8x/Jqh/0aNYGaRWtSmZoy+NzxQFJiR7dVtwd91r7EYaygPG378yEs8lr3ORNDbA9FqwbPWbkvNhS51TlREDrpORQg3yRr01mPxBPskDb65DoMlYDqyfHL5cb4ye5r+Gw4uXiWqNdL9W4pkardTRLbdZpuesLo+dcsr5D/5HfJhSN+dx/ityrtIz1vO/vYi9nxCVox3uJWE9s2Ndb63kDVVsibCsr9qhO2VyDsWXMStKMNL01Mc+/wM7sIVatXalos8r9KccqAoMCN7q1FB3oQpXArytkKfLfds9L2KZ8nlWIqyGBVEFxG5N7UamZmAb988yuHsAtHAFXp02E8UmHpthYJLU6yF2JrH12oQRWphKiI7ozXg2w1fb63snceXy1Auk7lbJXcrR3oBgrtL1OZauuPZYO21LY8HI0OYXI5avh6YCfAE97ARGXn3QHZpinx9czeKLKZcrf//RKRBgRnZXm12T02q/p9a3L6v/mA9KGOHBjDZLFEW8rZMaCJsj2abLDnPC4WHeGHhKKmibzrT2yFK0/z7plL1tH+nqI6IHHCtXyCavlREc/Oc+tgM1U/n+Y2feZa/8iOfJ2NSPb1Qby1OXPIB05UBFisZ0mWPrzQ6MSV9cdKupojcj27XxUnZeS1r1PCVy5y4M4qp1vB35zBhur4+j9em8b+NqQdpGhnwti/PyvvOsnw0wD28wtHUIkPWYHuwJmQvizB439QsBLrLfoppPjmwFJiRnbeuQFlLQMJYTCaDz2dxYf28arr1mh5S8gG3K4PMFPsJqm0Gxk1SDOsFvnboBkVE9kI3O7nNnUPKZaJX3sAaQ/a730e74bSXVX3Aci1NqRKSibwWyyKy8+4la6ZFdHcW7s42NgxDsGbD8jzxo1MpimMBK0cMo0Mr5E1E1qSwm6Q7JmXH9HIQfic56t2sALztzU1o2TsKzMjO836tfZ+xNBcrs305lt51jKVjKWqPFHg0c5MjQZmsyezNvW7iq8VTfOJT76T/imHy1QW2OjX6dsW9RET2s6R6Kq2Ptz7f9Fxg9t9C/XPLj/GVzz9O/pYhd212bWZr/f2SWoqLiNyPduPsVoI28fo8okMX1abHrcGF4DKeXFilzxoyJtx3Y3evMK6LgH5SptQ2BOekNykwI7sjXozaABMEq108TDbL3cdTVJ9c4SNnX+dtYUS/7d/be+3gm8snOfXbRezXXtp6kEWDqIg8CBoF3evjfMI4uVogfu1o635c1n959jQP/WGFzOVZ/O2Z+oONI7pAveYM1P8+gvpxAGVLisiWJB11WZeJDuvaZW9VUrC4XRMPY4jShijj6Asr5E2w4YinbEG7/59tdnTJGBWUP6AUmJG9s9qZA2zgSJmo58+pDqcKrBzNMvTwabg9U08HbaVBUkQeZN4BXS7We7SeWDtlX+WLpSwvFE/w6rUpzi2UMStFfLW6eo13TZkyq3XI3NrjIiL3q1HUd2c/Y+tj1oNa1LcbNSK+WjrB5xcepnS7D2rzm79I3ykeKArMyO5Yjew6fG39IOMtWOuxpvcHn2f6LvErH3kPs28b59hn+rCfSwjMdKIIt4gcVPEurndr2SJJEnZo90siyZKr8Avf+Q8wXxxm6kqEvXSFaGEJX2sEZpoL4Me7mgnznojIPWttPLFdGRTxe7Q7cmksxnuMA+c3BtWjRkqggjPJCq7K33vtI9S+NMrhSw6/vFIvrtz6971ZJo2+QxxY+l+N7K6WDkWEIT7lCVMRGdthId8jxoJlBieWKU3VqPYrrikisuoBWIhXvWd5Ns/gpYi+G2V8oYivVjovlLWIFpF75buoQ9KuxtdWbPa61aDA1t9aQZq6kncszOcZuOzI3amA6k5KC32zlN3RXAQRCA5NUDtzmOXDWezblvgTp5/nXfkLPX9W9Uhqie8//jovDx5mbuwhtlyiWAt0ETmo4gIqSV8SNntsF3Taxe12hzcCMPVMz3UbxkmFODXei8huud9MmW5ebw2dGjA96AGYOGOo9e+h6iOWXZnbUUjqZobhF+9ilgpExRJbKjymOeXAU2BGdp+xMDTA4ukcK4ct7zt2iZ8d+ibD1hKa/F7fXUcT1vADQy9yNDPPvxk8sde3IyLSO7pdNG5S/DdqWqhu10I/6rD47Tb9fvU9jK+3OW0OxjQXyxQR2S+6ybBpHFM1xuCNwe+D0gO7LfIO10gnat1idjiWvONONERmxhC98sbu36DsCwrMyO7zDlIBtZwhysJAWKLPGsJ9EmkPzCYLb7WxE5EHUTeZMI2aK81SRfhy6SgPh3c4G3r6bXZdsCS2k7uxDo/tsBUceceyL7PgAigHpEoOW43AxVlCu1CIU0RkJxjLpp2dvMM3Pb8f6kLutnZzyLVamX86+0FeXjhMbkZ/b9KeAjOy85rb+jVa7/l0ivKQoTLkOJxeYMRmOy6KRURkH2o5xrrusYbMnOf/d/0DPD50k/9k7Av0N8U3HB4Xlwb2Ww/OtEstb7b2GbZtL6myr3E7clyqjREsWzLzZYKlMi5qOr7VXIgz4fcUEekZ8TiVNDa2Phe3zY5romi5vqqbzYOvlk7wsc+8l/6rlqnXlnfr1mQfUmBGdpUJ6sveKB9SGfJEgxFDQQGLeeDPpoqIHAhbzBpMlTzXFobIpyosjYRAfYHb6fhRs3ZHkLp9fTccjiUXshTlsBWDLdagUt38hSIi+52xYMCkUkRZcH0Rg2Fpr++q55V9laqPuFEdJjtjyd1xBEtlVPJX2lFgRnZevJNoA+zwEKYvz8zjed7/kZd41+AlPtz3BpDb67sUEZH70ZwdY4P1R5aan2vJKBm4XGT5SyM8f3yQ1w5N8VRmDqgHZwIgalTZ7TZ43ylLJq4D0LwZYDEdcmXqllyN1yon+E7hOLk7huDiLSiX19pkN7UKFxHpea0ttzs8ZzIZ7EA/bmqM5beX+dl3PMd7+98iY8JdutnekDR/dCoo/1LF81zxDL957R2MvhbR/9YC3J7ZzVuWfUaBGdlVJpvFDfVROGT4i5Of4plMmsjXgzLddsUQEZF9IKkgrvf1oA2sLvpTM8sMv5UFHzBdGwTm1r3Nds8L8bElGnNON+9f8nC7OsTN0iDhkieanl5/gbEYa/DOrqX9i4gcACYIMLkc1YEMxw7P8vOjX2HYQmj69vrWdt1mx16bXa8N863lh7g1O8iZG0XMlZu4leJO36LsYwrMyPbplL5uDMbWdz1N5DEeopZDqgrKiIgcAN4D95A5YjbOC826LQS82TGoVGNJHb9HUoZN62OzLs1n7z7M+ZkxhpcS5jnv1jaeu6irIyLSs5LqZDV+zqRqDFvIm25CEwdPPH90V7/MUnMBPjKYcoQvlfGRDjJJewrMyPaI07gN4BIGHWObdk89eHDeKktGROQg2mogYpNiknEKucNhm3Yr27W6bp1XNltEO/xqBs3qn2H1sau1UV66eJTUjTTZmcrGFrNJv2+cRaOFuIjsJ6vjZFP2X+PffakKh4IHL1MG1gfza3GlmA5F6Ss+oOxSuJrFlqtEJdXlkc70jVh2jzVEE8MUTg1RHvVkTW2v70hERO5Xa5DiXjTFNZKyXXY7gN/aJXAxymJmQ3LThlRBRX9FZJ9rrvclO+JGdYTzC2OYxRCq+s4jm1PGjGyP5lahSVyEzfRx+aNDDHzoDh+duMpkUMWtJgXWdZMaKCIiPabdUdaklPiErErTlEnZTmgCICDyjmpjvmkuwtg6fyQVakwSFxnu9NjLxWMc/pJn8Du3YGauu64aLlItYBHpPXGWO7B67DRpjI6DNwrgrFOfHzZmZTbPNw7Px68/xconJpm86WB+aY/uVvYTBWZk9wQBxcMR//nJr3AyPUPePpjnU0VEpEkjKGNcvcZM67GiTrppk+3wGzYAttLhyeG5Ux6g72qB6M0L+pIiIgeHusltyWbzRzzfOBx3FvsZvRyRm6lAubx7Nyn7lgIzsnMaEfnVor+ZNL4/4uncJcZsmazJbEgXV6aMiMg+06Hoe1fmFug7nyZKD/Glu2d5R/YK58I5ToX9q5fEwZa49kvr3AHJRX+Trovfb7P5puoj/sHcOX718jPcfWOMR+bu1DNlvO9c2DcpSyjpMRGRvdBtgfbWse4B166mGTS+vzQC+QuuyJKLKM7mGDi/hF0sECkwI11QYEZ2jAkCCAJMPKiHIdmBMs+kAwLT3/nFIiKyP3VTGLdJdHcWs7DEQOYcr90+xOeHHiU98DKnwrVFcFz4N/KewBhCEya+12bBlubATbvOTfF7VH3Er1x6F+63xjh6O4LZ+c1/p+YjAj5q/5iIyF7aSpBYAeVV8eZAUs5/YCw1X2XBRUxHacLZFLx2gZqCMtIlBWZkx3jnMcZjx4apPHKEwqE0R0ZuKitGRORB0c2C3nt8FGEjj/eGqg82tM22mNX9Xdumb0E3Ncqas2paa9PEj1V9xLIrs+QdC0s5Jmccmdlqd8Ubva93mEoK+ui4gIj0sqRaYQrKbJCUibnsSsy6GreiDB+ffz9vrUyQu2XwkdPfoXRNgRnZOS7Ce0flkSNc/8+rvOfYW/zs+FfbXh7vikJc5FFERPYNG6y1h0463hPXMkhapLr6a5KeWg20eEi1yaqv+mi1IHCG1KbBmU5/Lvsqr1SzXK2O4a/kGXzuKr5YxBVL67+4rMuEafq9WosbNxfH15EmEekVTSUHvPOdg8fGgAVrHtwAc1Kh+NiFGnxu5XE+N3uON3/9YUbeqHL00gzOu/bF8UVaKDAjO6NpsK8MhLzn2Fv8ifGv82h6DtAxJhERaRF5auUUd8oDLLkckV9cFzTZLNvS4dpm02zpNvBMR4PcqI6QWjG4+QV8qVwPOLWIa6jphJKI7EfxGAYoeHAfZqM8rxYOc352nKGLNfpevIlfXqk/aawmCemKAjOyY1InjlE5OsL8mRQP5WYZDZbJdigiFqgyvIjI/rOaBeLqa8+kxX1cbLLDwt/cmubob57l21NP8saPTPCDT/7ahpaksdbjSBZDpk3dma2IvONGzfOvb76P16cP0XfD4yuVRhZQy/03jmCt/X4dKFNGRHpN8xjWrM145VUIeJ3m+mf/+NYP8NJvP0rujqf/jZl6QH917tC4L91RYEZ2TG1yiPlzOQpHPEfTcwzbCplNdjxVf0ZEZJ/abPG5WRHgmbvkf2OW/lyO1x99kuoTEalG4vhmc0OnFPOtmnVZXrp+BH85z/jtCF+tbTyeFOtmwa0vMyLSq7oNGmgcS1T1EVUinr96jLO/OQ0z8/WgTLWy17cm+5ACM7IzjKUylKYwZaiNVjmUWmTAeMJtWzrvncg3fUFI2lVQZFxE5N54D66eDWOxiQGZdt2Utsu8y+Ou5Rl+C7LTpfvP5FTLWRHZ77S23aBGxFs1x3TUT3Upgykt4MvJx15FuqHAjOwIYw0rUyGltxU5ffgu58JpDgV5oLvOGb0qwlMloOoDvAWTCuvp+7UuunWIiBxEu7Rgj9PGLabr+eNe5purlTEmn/MMfeoN/EoBtx2/n77UiMh+0Wa8Mg/4ONbawa/ka3x65TGeX3yIzM0Ufn6RaGlJ473cMwVmZGcYiwshzNQYCMtkTbSuTel+FqABV0Rkp/g9XtSWfEi4EhHdnd3T+xARkd5V9o5XVw7z8swU4aKpb9ImdSRUoEa6pMCMbD9jIO5U4Q01b4kwRN61TUvf6i7oXgkwZE2VvK2fHV0tCKnCjiIiO6pdHZl2c0v8mvia5j8Dq+21QxOsXuPwOG/rRS5t0L69t4iIPFCa55Oqj7hQzfLpzz7F4S9FTFypF/tdF4hpdKjdrPC9SEyBGdl+xmJMHJipPxT59ufr44rmsH3FG3eKNYbQ1AhN4+hSXBDSNu5c7fBERHZNHHDpFJxp97r6vFOfn+LXxo9hwARBo8uUxnUREVnjcNx1Awy/Brnf/uZaLn1Sa2y1y5YuKTAj28sYbDaDyWSIMoZctspgWCJt2h9hshjqZR57vzii856qT1H1jf/prO6obnJES6mMIiJdMcaANzjcpjVi4iOyW822DIxdrR3T/FqL5WzmFjc+GDA8/gyjLy/Dcy9p/BYReUDF2ZRxduU3KxH/euaDfGP6OPnpqP13AO9hNdivzHrZXG+fG5F9xwQBJpfF9OWp9cFoX4HxzDIZs3FhHXm3uqAOTdDzx5igXvy35ENKjcCMCYJGJNy3H2xt4xp15RAR6cwYsI10cTyui5pe3cwdSdeEJlhdaMfXhCbg6cwdfu6jn+fEn32TW+8fqI/zIiLywIm8o+xrlH119fjrHy49yR9+6mmKf3CI/MXFte8ASd8F4seM1XcB2VTvfxOWfcWkUpiBftzoANV+z+H8IlPpRdItA9F+LQIcNGf1eO6/jaqIiGxZHNjfim6D/1ljOJWZ5kz/DLU8mFwOE6a1oBYReYBVfUTZV5mr5gkXDelFj6lU9/q25ADRUSbZVqa/j+UnpigcCggeX+QXjvwhE7bMiM0B9UHN4bDYdTuVsaqPer4IcL3GTD1q7qPGmdF4wR7ftwpGiohsnffgHBhPSJA4TwCrmTSb5bK0HoWKU9KBxOOz9XR1y7n0LfK2zMcm3gsnjhIsF4iu38JXK/f4i4mIyH4TGEuGFA7P7ajIrEvx6uIUuduevts1TLHcXbkCpxozsjkFZmRbmVSK8pClNGY4MrzIO9KQMf2rz9drBngwjtYldbyAdvieLgIc4NdaZm+ovC4iIr1gs4yauBtg859jw7ZMNVjC5RzRYAbjHCaweG2Oiog8UAJjwTsK3jAb5VksZ0mveMKVGtQazUBagzOqLSn3QN8kZVv5Uon+6xWGLkacvzbBbywf4kslR8HVdxlTjR1Qi92Qih6YegHg/VAEOMJgmsdb79sXAe6mOLCIiHStm7kizpJpl4HZ+vr4PbMmxUTgOJ5aJBioUprIUBvOQRhuz82LiMi+EXlHjYjpKMf5yiGmF/rpu14mfXUOt7yy8QU69ir3SBkzsq18qUzm8l3C2RzpyyP81tmneGLgBudGnidPmsDUW2I3p5M3Z8f08hGmWITB+YT7XI2Mtxxj8j45kr7uNSIislr8d5N1bbdzRaegTNtOT1gOBSH9psLgQIHi6Ci2liaf0pJJRORBUyOi5Gvcqo1xvnSIylyW9KUb1K5d33ixgjJyH7TKkG3lIwfFEiawBEXDbDnPXC5fP77UpN6qdP+et7Qd2n8nUgBGRKQjk0oRjI/hB/vx2Z3JMoxT0ru71jCUKzEzbggqAfm0MmZERB40tnHA5G7Uz7XSMKZs67XQktb28WasyD3o/fQE2Vd8rUp0dw5/8w6ZOc/VuWEuroxRShi7WluVwr112thtoYkITYS3NFphNw3Aq0WANxmUO7XXFhF5ANmhQZafPcGd7z7E+OEFqkRUfdTVnBB5R9VHq+1M48eaW5zG4kyZpOvjxyJfL1L/7vHLFN9ZYP4Rg8nntuk3FRGR/SI0AQGGVwpHeP7mcbIzFh/XlkmStMY3RgEb2ZQCM7K9vMdXK/hymaAC1WpAKQrp7VBL92zToOoNGNso+qsBV0TkvpgwpDgaUBw3DOeKQL1g/F4aCork82WiLPhASyYRkQfVTLmflYUsQRGI9m/Wv/QuHWWSnWEsfgtxitaWpr0uwOHSYIeH8OUKbnlZGTAiIvfBD/Qx9zZIn13guyfeJGtSpAgS54U406VdO22Ijy2tf6w5+6a1+G/zMafAWGq+yjfmH6L0yjADV6m3RRURkQfOkqvxpVfOcux3A3K3VvBx0V8bYKzBO9+5Jba+I0gXFJiR7WcMWAMm/rHzYNTrR5facSkwffn6H1Ys7OOaOSIie83nM9iTK/zo6Rd5X9+bZExyTZf4yBGsFfFtVzumOajTXHQekoM6rUGgq4sjDF6AvtsRvlS6p99LRET2t5KH/Pk0+Y9/BbxfzeU0QQDWYIjUgFXu2/5IT5B9yxiPbd2ybGM/ZMuEBEzYAsfTdykejVh8+gi1c8ewKgopIrJrAmMItnh8NDB2NUtms1bbZV9lyVVYKaVJL3tSK5FS10VEHkBVH1HyFuPZkPniowicr2fMiNwnZczI9vMenAcD1vq2HYy6SUXvNXmb5mwYMBHc5d3vfJOv5U8z8HIfx97sg3a7qbbx+/k2FdxFRARIHiJbj7oGxhI09pWaC8bHzzdnYbYG/Ouv3fj+Dr+afVP1EdNRmZkopDif5ejNMqm7RXyluh2/ooiI7BNVH7HgSiy4LCYpNu8ifKcjTCJboMCM7Ix7zOeLvOv5zJnQBGRNwFR2kdxgiVouDcH+CS6JiPSkRlQm2sZk3nuZUwq+wguVcS6UJwkWUgQrJUy5gnfKUxcReZAsuzKvVPt4sXScYCunWY3RZqxsmQIzsnM8eG9wPnlR3C6VfD8EZ2LG+M0PaimSLiIPkviIUfOitPnYUafFqjc4b4i8BepjZ9J80Fqb7H7mjLg+TfweXyyN8Asf+zOMvAanzpewl29DuYxTxoyIHBTtxumk8bnRedTbg9t9NKkJSeQdf1A4yl//zE+Ru57i6HeK9Sz4zTLg40x5lCkvW6PAjOwc3zjV1CYAs1+CL5s6uPOUiMjWNAdgWhb5Jgjq5/C3uVB60nGlrRaVb36PC+VJjn6hRuZ3nwPi8JCIyAEWj93tgjPW4LdY12s/aDdXxEdcXy0dYey5gJHXC6Sv3iUKgvoU1mEeM40AlndqDCJbc0C+GUtPMQaMZeBaldTzA7z4+nFerExxJ1qh4Cp7fXfbIsLj4n7gCoaLiNR533aH0EfR+mOujV3YYHiI1KkTFI8PcHxijmf7L3A8tbClj41rzTTveq52a0q4tpPR1DLzp0N479tJHT+2PtgkIrLfNdbp67RmzrSOe85jnG+bBd+rmueFJEnzROQdb1RL/NbKCF+cPkNuzhHOFfGF0sZ5LMFqIeCE+U6kE2XMyLaLW8flX7jKQxf7mf7AIb7wzMNMBIucThXI23Tb1+6HLJqqj3C+Pjk516jSLiIia1qDM0nHmoyt7yxOjLHy8Bhz50J+bvJVfrRvhhTZrj6mec6oxUefOuw5xbugzkeJx2kDYzmammPhiSpRrp9D3whJXbve1b2IiOwrpiWjIx6n46M4hrXgQq2GiXzbLPheFc8L+M7fMZqfc3i+UDzLv7v5Ti6cn+SRqwW4cQdXKHRXnsC7eraMyBbpvxrZGc7jSyXM4jJh0VN2IVWfUkq4iIis8s6DtbjQ4API2CoZE95zkN5ucVnT/Dnxz3lbJj1cpjTuqQ4GG3eWRUQeFM3j3z6sl7LVOSFWdiFLlQymYjGVGr5SqXec7ZY6sco9UMaMbDtfq4ExuBUwlSqpkmMlSlPyIZud+k8qvtVrQhMQGos1DmP8+hoz3Ra4FBF5UMVjo4/qY6Zz9TakbYbMOMslNO273zW30G59bfz82nUbX9vsSFDmjz/8HV6ePMzV66fIhyl8RYtsETkg/Ca1vtYdwVk/Ptp9dn6/Pm+sH/Wrjd+905yyFGVZLGYJihZTrBAVGy2Zkoomt0p6TvOHdEGBGdkZ3q+ew7RVT9UFVPwD1lJarfJERNYkjYlxTRoPxpNYv8A1vgg0d+zrJni/1QLAsT5jeabvIgNBiQv9pzDG4FtT/kVEDirvmwIQ9zaO9qp6oN81fjaJc4nFUPYpKpUUpgamFtWPMMW1eQ7Y34n0jt5NS5D9z7tGBw6wxhGY7gayXs6WaeW9aV/8V0EZEZG65o4fzY/ZABaW6bu4wMDViM/fPcenigEXq8url1nMaj2YzQo5NttKECcWeUeEJ20i8rYCBrz3WoiLyMHUrihtayH3IIBgf9WXaRZ5V68RicdiSRG0nRscnm/OPYR9uZ/B80CcLbMZFfiV+7R/vgHL/uN9PcLcGNcD/Lr/4Fq7aMD+Cso4bzfGXlZT9BWUERFZp3V8bxT/dXNzRK++Rf/5ZV69NckfLj7JhdrQ6mXNXTPcFtPotxqUqRHhgKypkrfl+lFV177TlIjIgRaPfcbgrcF2ucnaaxy+EZhxhKZ9UKZ+reOtO+NMvFBj9LUifqWwvpNV0mvj59s+p6CNbE5HmWT7tZy/TJUiXp6Z4hPpxxkY+QbHDsh/dfUaMwlPaAEvItI1k8lg83kqQxn688scS88xYEtAuKOfm1TTzGIJMQzbAhOpJar9nmDqEL5QIJpb6K4jh4jIftPl8Xvn7bpjpftJYEzbYsCRd9yJCnxs6XFeL0wRXewnc7dIsFCq1870HnCbH2VSdqXchwPyFVl6WfrWEuUvTvDxqVFS3+P4QPbbwP7KjmkWp7oDWOvwFoy19ZT8zRbt3RQNExE5aJKKTboI7yA4doTSmQnmHk7zkWPP8ycGXyFvAiDckFG51UplWykoH7//oM3yRLrCidQNglPLzL/vGLnpCulvvkW0uLjFOxAR6WFNGTFxm2xj62vVeq3IpoxBDw5Tb0G9SfvpvRQXjLes1ZBJKgLcev2niyf4Z//ij3Ho+RLnbs3A9dv4Wg1XLNYv7FQ0ebPnlC0jXVBgRnacKZbJ3/aA5WZpcN9G2tvxGmtFRO6ZT4dUBlNU+w3H0nMcCvr29H4CY+k3WSwV+nJlyoP9pIop0qGWTCJysMVBmQ28x3hPJQoo+RohnrxJ7+7NbZHDdxXMd3jKvsqN6jDD52uEX3kFV6vVM2W60U22kTZkpQsH59ux9I6WgmF+foHRFxaZeKHK+YVxYH19ma0Uc+wF9V1VgzX139F4Gr9zy+/QTTE1EZGDpJtdwebz9pucu4/rywTGbjpXJD3fXJ+m3Xu3/+w4w5H2Rd5FRA4Q7+pdVX3UyP4wBpzDl0oEixXeujXBv1x4jK+Xsz27dg+MxWLWtcPu9H3jYq3Eb64c5Qt3z2HLvl7oeLMNZNWNkR2gwIzsuGhhEV58nfyL17m7uLYT6vCr/8C9tzbtBb5dwEUDtog8KLYy3jWKJJogAGtgCy9NmiviVPStFgcWEZEG7xr/tGywRg5frmALZdx0lk/PPMrL5aP1I009Kino3m6OuFob5EuL57g4O0pQ7vK7SLtCvyL3Qf9Fyc7zvt42O4rq7aVbxG1Q9+PxJsVdRES2YDULpf4FwDvf6HoEeIg6RGg6tb+OH7NbifAkSNpRNfE63inoIyIHROsCtl02t7FgDSaVwmdDGKry9qHrnExPty2k28uS5ohbtWG+c/cIy3fzBKUaRNHmRXzjIBYoE162jQ5My+5wUT3iHrfObiniuJ+yZZqL/xrj763GjIoAi8hB06nAYdxKNN6NXX1NBM5hnMf4zTt+dArgN6et34s46wbWSkR6b8CD0VgtIgeFMZggaATGm7Je4nHOrh9LTSqFyeeoDmQ4c/wOvzD2VfImJOzRGjPNY3k8L3QqHv/88gluvnaIvpuW1N15onL5/mrGtJsHNY/IJhSYEblHoYnqdWbirkxdthoUETmwDuIYqMxIETmAjDWbd3eOLzAGAsNAWGJ8jwu0b5eqj3A4bpcHSc9ZMvMeU6kezHlM9gUFZmTXxTue+ylLpllgLKEPGA+XGe9f4XL/EH50iKBaxS+v4Mrl+oWdBnYN+iLyIPEecMljnzF4a/AGrOncta9dNk1rW+1utLbSjndU4+NMVR9hjMelwKVMvRaOiMh+5/1acd8kLtrXZ/Vbx/L4sWZVH/FGtcKtqJ+vXDjF6U8XCe+u4O7MrF2UlN3eaRNW2fBynxSYkV3Vbpzfb/VlAmPI2woDYRmX9bh8miCXw5crmFqt84QnIvIgalcg3TSK/xoIOhTvXU1PbwnOxAvv1mNI9yowlqqPiPBYA5EFr6CMiBwk3R7V2ecBmnh+aA3QVH3Eraif85VJzO0M4QuvEC0urr046feOj+S2bjLs478j6S0KzIjcA4vlyexVonHDm4fHWT7RTy4TkK7VqK0U9vr2RET2jcLZEa5/H+SmFnhb9lriNfGiulNx3/st/Nv6XlmT4sNH3+DXv+spCm/lGHxhEO7Obu2NdMRVRHrJVsekuEOT9+DqdcD2q+aA/rKv8m+nv49v3jpG3zW7cUM1rpm2riZam8zPAxDEkt6gwIzsuf2WLQP1YmIfyFZ5d+YNLp0c5xMPv5vyYI6JuwNwe7p+UbsUyNbHREQOsk5fBLxn5omQX/7Bf8DpsES/CYl8at28UPX1BbPFtD0Ke6/zSKciwwGW/2biq/zC2Bf5yw/9KAu/cwQubOHN4wKaBnXvEJG91y7jI+k6WLvGuUanop0bv9odObrX61q1Xj8dWT77nUcZeT7FyBtlfKW68UVJv6/KFMgOUmBGdo+LqCxm+FLJMWpLnA5DUveddL53QhMQmoD+oIwLwaVofAFpUztHkXQReRBtslh1KTiWKnIo6F+Xdt6cht7JVhfoW1nY99ss/RZG0gUWdJxJRB5AdmSY8iNHWDqe4WR2eUc/q1NXvu1U9ZZgKSA/4wgXy5u3xxbZBQrMyM5paY/qS2XGvpbiT0b/CSfP3ObfPPJLHEv1r3tJ1UfrdkV7WVzvwHmDt7Ca3Xk/LfZERA46G2xom1316xfkVR9RdhUCY0gRbJgT7nWOiMftpGNPSS1WVx9vTd/vJvuxeaGvcV9E9pr34BuFfRPG4XXXNVl4/wky/+lNvmv0Kn9q9CtAdttvrTkbsvW7QPO4nTT2J3136BSAj7xj3uXou2IZ+toVfKFA5BKOLinLXXaZAjOy84wFH+FrNfpv1Ki+FnI5P0b54fWXNRdw3Hd5NMarpaqISLfidHrqw2cr1/g/vCVjO3dpql/vcTgsdl1QpZ1284wjDqYE69/fG3AJdQQ2OaYlItKzGuvzztcYChOWv3f6N3hvNmAngjJJuv0ukPTdoVOmZRzkKfmQ9KKndu36/d+syDZRYEZ2lLEGH0ehnSd7u8BQ2MfK8TQrfv1/fkGcXdPjmgd8i8EaD34LxdRUDFJEDqJudxe9A2MxqRATWFwKgsZL14r8WkJT/3c7C67Iry2d4aWVo3xz5jg3Lo0TDpX5+8/+Gh/N1YuwJ2batOnSUX9u/X3EMkENl0uRyufxlcr6QpGtY3pcW8apO5+I9KC4iO1m9vAIfnNWY6fvB0nPxcdgk7JlrkcFvlA8wecXHia90qaI72aPiewQBWZk5zQGxHpwpj5wBtdn6F8skn1sipLfGAvfD0eY4lT3OG0yML0fTBIR2XGr4/cmhW59PcPQhClMOsQHYFlrUw318TU0YcePW3ARv3z13Vy+OMHoN1M89u/eoPLECX737FP8kdyXGp+1MZ09XrQntdduPkoV30dgLCkTUcsGhPkcOIev1Rq/c8sXF2MwQdD4NTcpsCki0uvi40S7lBYeB1q2cnw16bl211+oDvIbd97Jq3cmmVhqCp4rKCM9oPe/Bcv+1VgQe+fXR7P3eRHcOIq/dvbV1k8ybTZ+a4AXkYNsCzVVbDqEcycoP32W8qEa6ca8sJWW1yVvuDYzTP5ySN/tCL+8QmqlyqXlUV6u1JiJim1fu9kmQOt9TKUXmT+TpvTUSezUoc435t2+yP4UkQdY3AIbGjUhTc+szzuNz5F3XRWFb+dONMDrM4co3OkjLDQC7FqfS49QxozsHO/XdhVpBGhSKXw6xAUQNHYrNyvq1WvqbVTXOG8wEawmznRTUE0FxUTkIFhtv0r96M5m9Qoa7PAQF350BPuOBX785KvkG3Vh4vG1efHdbl64FfXR91yeYx+/jl8uEFWqBIUKr146zN/L/AA/Mv4tfqJvbkN3p/j9OtWiaR3nv3/gJb7806e5MDPGyP95hP7LV9d/sYm1zHvA+i87GvNFpJc1H81sFAvedONxGyR9F6j6CIdbVwA+KdNxs/eFtXH/y0vn4MvDTN50hNfniVrHZK3PZQ/1/rdgOXhsPbuk5FOUfXV1kN33DsivISKyo4yBbIbS4Rrf/dB5nu2/uCFIktRdI1b2VWaiFa5Wx8hNO2oXLxNNT9cDQ7UIs5zi0uIo07XBxI/f6m5r5B0TtsyHx1/nPccuUx7sjV1lEZFt0S4I0cii8bsw5CV9F3Dd1MHpUjzuL1RzZO96cjMRpljetvcX2Q7KmJHts1mU2Tt8uYJdKpKZ9fzK3fdxfuA8H8pd4qFUHqBtsa5eFEf3I2y9XXb8vSIpWyb+u4l/N9UeEJGDoNsikg12YAA7MUb5xCijx+b5idHnOBIsYclsGP/bzQX/aP4c/9sX/gjZmylOvLqwbjlvyhWytwKuZ8d4fXwKhi6ve694cd76WUlzT8cATqfsx9bHNNaLSK/ZbJwyhmBsFNPfR2XIkDU1IL1jt9NaJgAgRbDhsaTjrknZla3jd9FXKLiIhUoWWwNTc+DalFnQmC17RIEZ2R7N6eydUtnLZQgsmQXP126fYLGW4eH0bU6Fa4vm/RCcibyjRrSaAult/Z/6HxKCMsZibOPvyDt8TYO+iBwQW1jEmnyO6uFhVqbSvH3iJt+Xi4j81tqv/v6tJzj7K1XSl2/hpu+u32et1sjNeKJsimuF4a5ariYFa5oX9asF35MKvXcz74mI7DfGYgYHqI0PUOvzhDvc6KLbAr5JAfTW403Nj8XZmAUXMe+gUEtjIo+NWmvsNB3JFdkjCszIrvK1GpQrpJcct24P8rKHO+MDQGGvb21LAmNx3oNxBLjNK/96h3cWY91a+3BF5EXkINjKmfzhQebP5Vg5bDicWQDYUAOmVWKtGUdijRdfKtF/PcLUAq6+c2TDeyW1Ue3UWhXWdmidT3i+U1ZNN9k0IiI9yIQpyg+NsnAqQ3myRtbsXMAi8o5FV6KKZ8l5VnyKPlPjWCpDZpPufPX1eJSYSRM/VvZV/q+lR/nM3Ud4/Y2jnLpdJZwt4qvVlkwZp/W57CkFZmR7NNqfJi5SmwY9VypDqUz+2jKDLw6zODXGqyeP8iN9b65e0+vZMrF6FD4gtFE9Y6ZdRXvfCMS4qP7XE0fm478vTQAisl8Zg0mFjUzAhKK3Lcc3S8eHmPmeCpOT83xg4I3VS+9p3E8Yc6O5Bfo+/xr9fXleeddDVJ+KOtavafdY0jURhsib9fXEOozfJgjAWHwUre3CNrcU19gvInul0/hjDDaXZfqdWcrvW+IDx64yYPyOZbSXfY03ayGzUT/nK4e4VBrnZHaGH+9/lUPBxuNMrZLG+OZHFlyF/+X572fsk1lO3qyS/dZF/EoB5z0mFa4fo22g9bnsmf3xDVj2h24KKnoHLsJUaqQKnlTJUHJr0fD9EpTZYCutsjXQi8hBtFmrVWOIcgFDIyucGbrLsL2PTMl2U4WLiBYXiWbnCOcCvl7O8mqlQMFV7v2zmt8+KWumlcZ4EdnvjKWWhbHBFSYzi4Q72Erb4VhyWeajPHeqg9wsDTFTHSApR+deWmVXvMcvpOm/ViF7u4BbXsGVShDp2JL0FmXMyPZpW/S3XbX3+r9cQvrhfhBPDlUXYCOz/rzqZnSGVUQOAu/xterqz63P4aN1AZvScMBPnPo239X/Go+ERaCv7Vu3a5dtjE/OUGw6JuQrFU7+ToG/evk/ZuFhz9/54V/hI7mb5G24mhq/WTvu5vtwtARlWtPd4+ygeJfV+/oubPzVYvXetAsrIntss5oq3q9utrpGS6agqY31dqt6x63aMNcqo7y+PMn5uXGcN5SH688n1ZVJzGpsM6ZXPYSzltzrt/HFYn1sNmb9GB3zrimzUWR36b88kXsQFxarERFhwYGJax7s4K6CiEjPSaj10u75Wg6+t/8VvisL48HmQZmOOo213mO+/ALj/+QrHPt0xHcKD7Hi3WrB9m6tdd9r+ixD4zhq82N29ehS8z0kBqtERPaYsabelKIdt3tjVRXPUpRlttbH3VIfC8tZ7pb6qHi7LcGgKoZwxVC7dp3o7mwjIMPaGL1hnN7ZQsci7SgwI3tjnwcvAmOxGFIEPNN3kfTTc9x9tkbh1DDB8DA2n9/3v6OIyHYwqRSp0ycx73qCwhFDn6lu+pp4Md5uUW42CwY1Sa1EfPLGI/yzuffwUnXr47LFEODXd2VqzXzxrr7Yb7eg1w6siPQQ73y9GUU7nYI2OyDCrmbn1BMi9ziIrSC67AEdZZLdlRCssJsWaOlN8ReGH8pP8/6n/xlfLB7n77z+s+QvjmPnl+qFjtVCVUQeZDbAZDIsP36I2UdSVM8VGbBVILPpS9sFZbw39a5MzrU+kXh9OFtg9oUJ/s30IPmnKzyTfr1eHDKhNXa7IsChYS044xM+Kz621YmxmhNEZO91M1412F0KkDhvqfoAiycIHCnrCBI+eytHmBJtFnBRQEb2kLZwZGd0yhYxtp5mXgNTg+UoQ8FVqO7TBWvepjkc5DkSzuFCwNr6PyIiggkCKgOWyogn31ci3GQjdrNjTBO5ZRZPZimdOYQdHNj880tVstOG4HaGy6Uxir5C2W+etdN8HyEwFBQYTReIcgY7MIDNZjd9j3WUHi8i+8EuZ3yvOM9LK0d4YfYoM4U8sDEgdC9Ff7dEWe7SA/TtUbZfF4ObKZbJ343IznhenD/C18tZLtZKOz/w7pB6a77W3dv9+buIiGwL06hhkA5ZesjS9+QsHzx6kXxjjoi8o+qjdeN+0hwQebfu8f/i8B/wXX/lq0R/7S7Lzzy06W3467c49rt3OPlbRT7x5qO8UElzoVpdtyHQnEGTdB+jQYYf6HuLHx/5BounHdVnzsHZk5jM5pk/eF8vsKmdWBHpFTbYfBOVteK/O+nFyiE+88mnWPmlIyy9PFbPiqSepQhr43HrXBH/0zp+t4rfZ9MxWMEZ2WMKzMju8w5qEUHRERZgvpTjem2Epaa22ftRsE+PZImI7BhjIQioDngeHpvmVG6aMF7w3+OY+VQmw/809S3+mzO/TXE8iAsStF1Uu5UVotffInz1CtFshqvVMWZdliprQZnNZEzIsVQ/51LLuOEaxYmQ2nAWs64AsBb1IrIPxGNVj9S+mq4NMnAJRl9YJDu9x+OoxnHZQ73xv0g5WOKIdIfBzS8tkbs0z8DVMrdvDvPpucd4uXyEWmvbOhER2ZdMOk0wPoqfGKVyqMZHRl/h6dwlQgIi77CYemHdpi8HnYIkrZkzfabC8nGDf+/bSZ06semXDF8sceirhr/x23+Cv/TyzzATRVjMhvftdB9ZYzn90B3uPGuZezSHyeW6+asQEdl7zQFs7xqtoROC2nG7bMNqnZcIv2NZ7VUfEK54grklMnOe0t0ct5YHKPkASB6PkwrEJ43l9Xs3aO9U9gMFZmRnNAdnmv9pdNKI5heI3jhP5o1bZK6HfOPWcV4uHtu3dWZERGQ9m8ngJoapTPYxOrXATw5c5D2ZFQJjcPi26eftCvA6fL11dWPhPWArFB+qMv10H8XTY/V21R24YpHR33mVR/7nS9Q+Pc6tKE9g7Ib3bXcfABmT4ocPf4fH3nOR+UfAZLs4yiQi0guMrY+TjVqPeF//2diNwRnn8QZS1mGNp+o9NaIdCc6UfEhm0eHuzJCbjUjPBMwu9LHi1/eoaTc3rN5ywlheD9ZsMQtGWTOyRxSYkZ3TReVzXy6TnTYsXRvk5YXDzLsay27/1poREZGGIMBnQmq5gGxYIyQgNAGWjd2QNn0rY7GsXyznTcTI5CJLpx2FqRCTDjvXTfAeXyrjVwqES56vFc7yzXKFBVfq+NnNu7CBMRwPZ3lk4DbRQAS5bL3OjA1UQ0ZE9ofmsbfDOGz8+hozls61XO7vnsBHEen5GrnbBjeboeDWAt/dfG7rHHFv9+E1lsueUbts2VmdjjUZg19e4fDnZhl/Mc+rlRO8cGyck6k5TqVq5E16d+9VRES2jcmkKY1nKY4HHMoWyZjUusV11UfUfBXLWtAlrjvTesQJ4iLra46kMvwfT/wyVx4d5a9lf4axzw4D8/hKFR9FiV84XKWKqdXov17jH33nu/j9ycf5L0/8e/5IvkrkHeXG/YSm/kmRd6v3FFCvNfPh3C2ezd7gyydPUZ0cIixXcHdncaUOGZ+rxwe04BeRPeKijcNip9bZHqqu3sY6NGZ1XNz22/IW4zy+UiH90mWOXBskVZzi0vePU83eTJwPqj7C4dbNH61zxDqGRgC9TSBKY7P0AGXMyO5oE4H2kcPcvEvm0gyZOct8VE9ddK0djkREZH8JAqKsJcpA2tba7ng63GoK+lZkTMgzGfjRvhmCkTKkgnqavm3aCGidd7zD12qkihHRXIYb84PMu/yG++mUzTMS5Hko1c9kfonKcBo/1F+vNdOhALGIyH601iFpF8Y274lm53FXb5Cdd6y4zY+KxvOHyEGgjBnZO97jowhfKECthq1AyYVUfUBEba/vTkRE7pUxkElTGrGURg0j6eKGS+rFf9cXd2ytDdCuhXVzZg1YjPFgbT0o4xqFK+OgjPddZawExoKvv3eNiJqP1u3GNou840cOvcB//6eO4u6McvwTQ/S9cAO/UiCan08ICOmLg4j0gLje42aPNQLcgXUEu7lZ6h2+WsM4CHCJ2TKw+fwRq9cyi+eCxvOt2fzNv7sxjRo8TuO27DoFZmRvuQhXKECxRFCuFwCr+hTOdz7zLyIiPagpY8SHKSqDhuqQZyDcOKZ3KvwbL7BbgzP1zJq1xbdt1K0x1uNthwV1y59NmwV30Hh92UdEeLImRWjCddfE9/ZH+y7y6Hv/OV8unONfXvsouetDWGNgfj7xvUVE9tRqm2yzMTiRGKSod2WyxhPtVlZK42iVcfXPbZdpuZVaN0HzvfuWn1uyHOMi8upFIntBR5lk+zV3YUr68yai3UiXFBGRHWXKFbJ3PZkZw53SAGVf3ZbOe7bp/+LF+eOHb3Ljjx5m/o88QjB5qOkmkuee1FyRgTcDKm8O8lZpat1zganXmAlZK1Tc+jxAxlgmgiLjqUVcCC4dQCrYtG23iMieaM4i7PR8G/u1MUdooHAsovbhp7Fvf7ResD3W8jt75/FOmTKyN5QxI9vPWEwjBdI7X/+5sVD1teraIGgbJbpcBDiMo36MyWtRKyKyLzUtcv38AiOvDJCbyfP6d08we7xM1lgGbZbA2NXCuu1S1Vt1Kuz4v578DV75S2P8i1sf5O7MSVLXb4AxmCCoL7JbAkL+9YscvT1LdGqKL77nDIy/vu75jAnptEcQGEs/GfIpz630HWp5T60/TbCcqX+m0uBFpBd1e8xyt4MThuQjVZA4VyQ9ljSPRN4xYCzf9+xLfHb0HJnvjPLQzbtE09PJ9+GUKiN7R9+AZe+pWKKIyIHjqzXsUon0QoWFxT5eqIzxejXDlVqBm7Vlir7S9rVbbcn6UKqfj+SKfGjkLSpDKWw+j0m37+zny2Wi23dI3V7g1tIAV2rLzEWFLX1mnFmTNTV8AN6i+UxEpMeExvJw3y3OTE1THvWYbAYTpjVeS89RxoxsP+/WbU7Wf248sO5sZ1NKpLF4Wz8HGpj9mSopIiJrfLmMuTNDuFJk9A9P8Jeu/lmqQxH9U8uM96/wX53693wkV9yWGgKxidQis48EBKXHyV+cJ3r9Qn2uiTM0WzJZ/HKB8leP8pHiX+Ajp1/nfzj8OfptdjVlv90O7IZMH8NaNyhly4hIr2rNStmkMLpr6sp0L2Ny1/zGe1j97Ebtr+bPT3qsWfMYniHkQ/k3mDyywP9weoTiI5NkB/vg+i2i+YWd+X1E7oEyZmT7xa2xk/5pvQ7WHX0SEZGDwUcR0cIi0Z0Zxr41x9HPVDn05YDqd4a5/MYUb5anNnRdalfDIH5usxoHA0GR0qRj4VRIbbRvNUhirEmeZ8plhs47wuf7+fLNk1Rb3j/pMx2eqo82tGj1q3EZBWVEpAe1FvrdTA8NZZ2KxbdqHbNDE/BIWOZDuUucHJuleCikMtGHyWZ35F5F7pUyZmT7dNGOdAPvAYd39cHVKltGRORgaMwFPooI5pbJAqlCjqCaoTJg+fv+o/yjqRU+cPwivzD5SYZsxESQIehQcDfWLqPleGqek0/c4PLEGEElx+SFSXylgltcxkcbawf4KCJ/p4IP0tye76Oa8E2k9TMshtAE69poGwe2Vt+AUI0ZEelJcReiDp2JbDaLnTpENDZA4XiNH5t6kydy18iY3vjK2CmbMRbXMGu+PjSWAevJpyrcDQw+2KQpSfNzGstll/TG/8rk4OpmYGsEZ+L1cNBLIXoREbk/LqJ2/SbmpiEIAobSaYwxHPp4BpMK+PLPv4On/tQVHs3coM8skQnq7ak7LcBXs1WaUtkDY3k8TPNrj/wKs+fgBwq/wOjLk6Tmi5iVAr5a2dClyVeqZN66Q/pWjpmnxqk05ql4Yd92l7bpuQiDicBWHEQOE1jwAb5W276/QxGR7ZC0Fm96zAwNUnh0ksKhFGcfucZfG38Oi92TwIw1G+81HvvbFYKPxWN4rVFKIWNC+m2WgbBc76IXWrAt47tqzsgeU2BGdsdm0WZFo0VEDi4X1cuK1Wr4SqPo7+IiAPnbp/jUzKPcHBxmavjrZEyFwJhGQ+ytLZQDYxkP+hiwVQYmllk4M0z+TkjuRgZKpeQXVauYcorWhM3NdmTb8b7RbrVNhxERkV5ljMGlDC4FuVSVfru7x31sNovpy1PNW9Lm/oLbgbE473G41bnE4vGmcfRUgRjpMQrMyPbZJArfDect0RYX4iIisoe2eoy15bqJr97l1soZ3jxxjts/McjPjH+V06kFjqVybd8iNJ33S1ME/I9P/Ds+cfxxfvO1d3Du+mFYWEyoddb98dl2GTwBHh/EO7AGomjtfW2gYsAi0huSxuqWx7z3mMhjIqi5XS5Fagz+sTMsPDLA7OOGidTihks2G/tbWQyWYHXctsbXK6zGXfSaA+gap2WPKTAje6d5MtjHUet4sV4hWKsq71QrR0SkG/7ydUYWlsnOHeGVD09ydWiMYVvkCA6wm6asJwmM5aP5Mh/NP89iLceV/jPJn93IbPGpYLV4b5LNig57Cy40YG39Pb1f6wQlItJLNsnmM85jfL0rUrsjnTtzX5baUIaVKUtltEafqdz3Wybdez1jxqx10lN2o/QIBWZkd9kAYw22vw/GR+vnOxuDY2Wk3lEja6rYHgvUXKktc6nWz6Apcyp0hAS8VXNcrQ3zQuEEn7j9KNfvDnHorQgzu4AvFDXIi8iD4z7GO1+p4peWyV6eZ/b3pvg7R36C4++6zt88/VukiYhwBHjytkqfqTFgDWM2l1gQuO0XiDadkoLRYW78+GkWHol44h0XGWgTTFmtJ5MQoJkMKpx972VeO3yY4a+OMnkxgysU1rJmNBeISC9IKv4LYCz1Wo9xt9TGsR/jdy8oA+Ad6evzjNsRomyGeZcHlrf9Y4wH4/3avKAxWnqEAjOye4zBBAEmsJjhIYonR3Fpi7cGH0B5LGLAlsiaGkEPHWeKvONCdZDPLD/G4XCeAfs6A9bx1eI5nls8xRcunyb32QEmZhyDL9ymdvvOXt+yiMjuuc9Fra9WiKoVWFpi6tJVbC7Lxb/8OJ8/9CgZW6XsQiyeyXCBsdQyx1OzjKQ9AZtnskB919f4eor+OsbAyBCZP3aHbz75r8mYFHnb/vgUJO++Hkv187FzH6d6LuKd5j9j6v/KQqGgxb6I9J7EoEzTH41ZrcHSXHy3m25IzePxPV3nPdFbF0mdv8zI8Lu4Uxukm8BM0vu1C9Q7b+rZ7Y7kMTppY1hjuewSBWZkdzSCMsHUIdxIP4UjA8w+EuIycQEuyEwtMRyskDc17C79pzkXFbhQS1HyKSIszm8cxCMCfmP2XXzpxilG+wqUDocMBwX+3c138tatCczVHH13IjKzNcyKMmVERO6J9/hyGec8+Zue//PCOwmMJ/IGA4zkiwxmShzOLfDO/itkbZWoZczus2WOh3fpM1VuRYPcqg3x/O1jTJWTGmHXZVM1RoL8fd163qbr/x4o404eJpXP46ZncO0KDouI9LJ72B9tblPd7fUbeA8+Iig5Xlo5yjezlziRqjIe9G3p/Vrf+2ZtmVkXcGl5lPSSJ1yqQtw5T0eZpEcoMCPbL7G4mMXkcsy9/xizjxuqp0r8+ac+y+FwbvWSM+k7vC0sEZrda8v35fIof/f8D7JQzFKLLK6l0Jn34CJL+oU+Jp8rUzg0zD949ggu55j4WsC5by9gisswvwiVKtHySvsPM6a+M6FCkCIiyYzBRxFTv3eF6JvDawtmaymPjjPbH3Bz0PLFqXfig3ptFwzg6+np1T5P7tF5JgeWeevSJLlLafI3PPbOBTZ8XfB+w1jcble49ctGu+efPnyVb/zRJ8jdHmTqEwHu4uX1O7Aa+0VkryStQ1sDKcZAI2PGeUPVR1hM10ea4uuqvt6mOqlYbzfvlZkt89vfeQffOXaUv3DyM/x0/0Lb993s/cq+yr9bfozP3H2Ei68c5tGX5uD2DG55pSljSEdPZe8pMCM7xqRS9QHPGkwqhe3LU5ywlI9WeOzYbf700Lc4nOpveoUl8vW2fLt1pnW6NsiNmWGi5RSmZiFqerKR/m4iGLzkyL58jXB+nMLUELWcZeitAu7br2z9Q40FH21+nYjIg8g7ateuw7Xra48ZQ37yEH6wn9pYP5mlbL2la8C6wEx50DA3PECpmCZzLc3QW47c3Rp+FzJXHJ7JzBKlyQgTBfhsesc/U0Ska+0yVDZct/ZjvdX0vRcyv9fiwbZUIzXTx7XMCBcPH6KQnyaIa9+wtfer+ohLpXHOz46TngswC8tEC0tb6sonshsUmJHt05wpYwPMo2dZOTtINW8pTFhqfWCfneenT77C2/NXGWqkfm8l7XG7fXvlIXLfypG968ksOYJSXPgMwNcX+86Tu7KEW1omuGGY/HqIS1vSV+9S20qbWB8fahURkUTtxlLvcUvLmGqVsFBicLEfH5gN9QBcJkX/rRy1bI7cdJn09Ap2uYSrVDe2ro5bpTYOOTXPRa2ZM80p+s01DFzjtfWWrIaHMrOkDxUoVfvwmXDj77TV1uIiItvFRWtjULuxyHtw9UA3QKoRlOk2cyYeJ20jutPN9VFzJCgOvty6y9HP9FEazfCPS9/Na49P8fTAFf7k4KsM2uxmv+m69593NX73wuOEXxpk4nKEX17GR9H6wEy7ejMaq2UXKTAjO6Z4YoA770xRGYkYOTXD0f5l/sOjX+RH+uYag3s9MOOaTv5vJV1yO1xYHmf8xQq5Kwtw8w7R/EJi4S/XGJjdygrm1m0CoGbs2u5DtxkwGuBFRO6JW1mBlZV6zbJb9S8LPqHbUq5pse0AZyzGGow164dqY5PHe/zql4rm3d7EQpLEX0ICAmOZDOc5PjbP+UIal1a7bBHpMXFnpjbrV+/rrbLjpXkclHbxaOfbB1uag9VJR5har405b1lXBMxYandmyPz7O+Tyear9b+ezPMLNU4P82MDLjGzhe0KNiCVnqV4Y4KHPLhDML9fLDrgu1+0KzsguUmBGtoUJ05hsBjs0SOGJI5SHA2Yfs0TnCgz3F3lq4gaTmUWOpuZWF7xQH5gtZnUhvKtt+Vjr1oFrtM3rZgBefd6tndXtRDukIiLbozGergZkksbfDWOtw7ukFP7kel/Nc1SnOSkwdjVoH1/3VmmK81cPEV5PYwsrypEUkd7jfeMI6MYRKu7KRFNXpqSxrhPbUjk46ThTcxaiNUnjeH189rUa/TciKq+ned1O8ekjJ3k4fZu8rZI1UeP94+ycerH4N6vjvFWeYqbaz2tLk9xcGWTgItilAhRLiQF9kV6gwIxsC5vLYsZGWHnsEKW/OMfPnPgGx8NZjqbmyJoao0GVEBiyaQKTJvJutYCXxWwaWd9u8WTgvMFEHpyr18IJgvqAnRRJbw2wNCrHJz7X+prN3ktERNqPmVAvIm9N+zG6neaxesPja2PwvWwMtM5dn5s+x/hn0+Tv1DDTs8mfKSKy11yH9autF1ZvbpfdzTo9MGvVaLopU7CajYhfq2sTH/tv3I+vVOj73Gv0P5dj9sOn+IeHvpeTQ7Mcz80xEhawNI/hjshbfu3C0xRfGyY7bZj8WoGRuyswex43vwDxEaZ1WUNtmnJovJZdpsCMbAszOED1yAjLh1N8cPISPz7wEnljyJuQwFhS5De0sXONhfJuZ8kAzLkiC84zV8rRX3OYyLVtpXrPOn3BEBGRzuKU+32g6iMcjrlSjtxMRGamBOXyXt+WiMie2/I6vzkg4j3R4iIsLpK7c4xL04OUqinu9vcxEJbXZdtY43HesHhrgKEbhr5bjvD160TT0+vfv3VeMZbmYJDIXlFgRrbF3e8+TvVnZjk3eoWfG/0K4zZNYAwW2/URpcg7akRY7LZn0DQXbVx2Jf6r6z/A586fI/NyjpHrN/Gzc7iVYr0YGHTOaOkm28XUs2+ARoGxhOJqIiKyXsex0tUTX1qL6ba2f01iG3PKJte1a5cNrMvybH6+6iNerVa5VRtg+tYQj52fg9kF3Epx/X0m/X4iInupZUzy3mNqHluFWtIRUDYeTUoaN+9707U5eNK4x9xrtzjxq0eIsgOU0kMU4q8Kq9k29aLFp2ZrpKcXsMtF/NJS+8+Is3rWZQsFjXpkCWt3kR2mwIzcP2NYPG35w3f8C46l+oGwq5e1nkF1eCLvieiu8nu3mouRBUDBR3z1+gn6nssxeCWCu/NEi8vrU+OTdmm3snvbXBgYtcYWEblviYFyWz+CGtGxCLuxcW2a9jujrXNFK7daMaYeCIrnqKqPuFEb4s3yFMF8aq2Q/OqHty+0KSKyqxICHhsuiTzGeSJn2wZhkurGdApst1rXBQ9DYtr66vvUx+zateukr11f+z1aP6fpeJansfruFFxJeM7YxvuaNkdgRXaQAjOyo5IG6dZzp82t9eIsm+083hQkFOj13jRF2LdQnrHb4Ix3Gs9FRLZLUmH21SwUt34cT8hOWVcsuOlxU6pw5Y1j/LmhD/CBoTf56f5rZMzGpVG9UH19XmrdOFhwFX7x5of49tVjDFyw+Gpt4/1vZZ4REdlJnYIVxRKZWyvYKM/52+P87kP9HE3N80TakDFrG6/t1ulJjycFcZqvXVdjZt09JmS0rLum8XzrOv8+jsF65zHWacyWPaHAjOyYpMJf8Y5k88K2+bHmQX87NX9WlFjgq+VetxhhT0y/by4MrHZ7IiKbSyxEGeevNAVVmhbdGzpstOyy1n9MjpT75WUOf97w1Svv4BsfOM4PPf3Pydv06vPN81i7I7a3o5Bvf/UcR74Ykb+ygK/V1v8eGvtFpFdsMh5FS0uY194ifXuE8I1z/OPD38Ozo5c5Mfp1UjbY8sZpvMZ3/h6y4bsuJ5CQBdmpGUenvwMXKSYje2b3q67KA2Mvivp2UvURd12R21FIpRwSlDy20miTvRv2SRFLEZF9ozVbZiuMwVdrZGar5G955mf6eaEyyBvVFZZdqeu3qWAJyhAuRdhydf2conFfRPYTYzGZDCaTxoWefKpC3lYINqS03J/AWK7UlvlUMeDrCycJyu7ex0sFv+WAUMaMbA8PVd8+XXEvW2PHbkZFfnv5MV5dOUJwIcvw+SqZOwVcudwhRb7Lwb7T9c07vPHO71ZavYqIPCjaZTQa2/34Gh9XirMVk9638bivVMm9dI3c+SzeHuHPZ/40h8cX+LsPf4wPZLewwdDc6rX580VE9pFgaJDaow9RGM+QenSRv3T0k0zYAv02s+nxpaqPqPnqusYfzS20W/3NGz/IV/7gSfK3PFOXbxG1dkdKynJpfq75CNNm6/V4TFYQR3qYAjOyPTxUMdSICJoSsQJjG2mMcR2Z5OG5tRDwdorTKOddildXjvD64iEyc4b03SJ2sUAUdQiSbHUQ3+T6tQKU3b+liMgDr4vjpqvja22TMbv5GFStSu3WbQAGT4yxeD7H9WKKW6eHifx823oJzZy36wpXbjhaJSKyT5hMmvJYhsJEwInROd6VrhCaTOKmanIBYA/GtV3vN3v57hSTz9XIzpRgbmHT69ffqF37d7eLagVlpMcpMCP3z3tG3nT88Ff/U05N3OW/P/UbPJNZO6NfL77LareLVnHwZieOPlV9xN+48wy//upTRCsh6TspUsuGQ69UCW7P44vF9ovoexnAN3mNd15RGRGRHbBhLE/aIU3KYmnsvKavzzP5jXFWJlP89f4f418evsNPTn2TPzVwK3F+mnNFLtTSfLnwSD3YP1vELBfX7+Aqa0ZE9hF3aIRb7wuoHK7yY2PnCU3QdvO0dVxszorf8preNWUbtkrKeGwt9rsVW82KF9klexGYWQ2hlikmt0eTfSfz9fMMz49w6dQQv/3TDzE5dC3xuqipVdHGQXv7AxZFV+GXP3+OM//6LqYcYcpVTBTh5xZYXl7uUOm9izdvXnAnBXdaUzD13/qBVqbY/Me9Oa/X2zT2y73p5r8VT5u096ZrTEtL1vgaG2CMgQuvYS7A0PgY0dwx3jw0wj/7rsf50NnL6wrTxxkzb9U8n1s5wfOLE9grc1RuXsMXi0S+kPz5ciBp7N+Uxv5e1hKkqA3WOHz2Zb5/4lXes3KR25Us9f+nbXWNntCdrkVlZpGgABTLBNESkVtZf0FiC+3GOL5ZUKVTBnuc/dPaPrXbAsHywNupcd/4Xf4PzxjzLuC5Xf1QEZHd9az3/ht7fRO9RGO/iDwANPa30NgvIgfcto37vdU2R0RERERERETkAbIXGTMZ4MnGH6cBtacRkYMgACYaP7/ovS/v5c30Go39InJAaezvQGO/iBxAOzLu73pgRkRERERERERE6nSUSURERERERERkjygwIyIiIiIiIiKyRxSYERERERERERHZIwrMiIiIiIiIiIjsEQVmRERERERERET2iAIzIiIiIiIiIiJ7RIEZEREREREREZE9osCMiIiIiIiIiMgeUWBGRERERERERGSPKDAjIiIiIiIiIrJHFJgREREREREREdkjCsyIiIiIiIiIiOwRBWZERERERERERPaIAjMiIiIiIiIiIntEgRkRERERERERkT2iwIyIiIiIiIiIyB5RYEZEREREREREZI8oMCMiIiIiIiIiskcUmJEDwxgTGGPeboz5D40x/8gY8w1jTMUY4xv/fHav71FERHaGMSZtjPlTxpjfM8ZcNsaUjDE3jTFfNsb8F8aY8b2+RxERuX/GmJ9vWt93+88v7vV9i3SS2usbENkOxpg/DvwSkN/jWxERkV1mjHkU+BXgqZanphr/vA/4L40xf8Z7/3u7fHsiIiIiHSkwIwfFMArKiIg8cIwxx4BPAUcaD3ng88B5YAL4fiAHHAI+boz5qPf+03txryIisu1eoz4HbObLO30jIvdDgRk5aG4DzzX98wPAX97TOxIRkZ30y6wFZS4DP+q9fyF+snGE6VeB7wNC4P8yxpzx3s/v9o2KiMi2+5r3/i/u9U2I3C8FZuSg+PfACe/9leYHjTHv2aP7ERGRHWaM+aPAhxp/rAA/7L1/sfka7/2MMeZHge8Ap4FR4P8B/Ne7ea8iIiIi7aj4rxwI3vtbrUEZERE58P6zpp//VWtQJua9XwH+26aH/mNjjDanREREpCcoMCMiIiL7jjGmn/rxpNi/3OQlvw4sN34eBb5rJ+5LREREZKsUmBEREZH96P1ApvHzCvW6Ym1570vAV5oe+vAO3ZeIiIjIliiNV0RERPajx5p+ftF7X+viNc8DH0l4vYiI7E/DxpifAh4HhoBF4Ab1QPyL3nu/lzcn0i0FZkRERGQ/eqTp58tdvqa5Ftmj23gvIiKyN3608U+SN40xfxf4FwrQSK/TUSYRERHZj8aafr7d5WtuNf08uo33IiIivecc8IvAbxlj+vb6ZkQ6UWBGRERE9qP+pp+LXb6m+br+tleJiEivuwL8z8AfBY4DWaCPejblXwBea7r2h4BfNsbou6/0LB1lEhERkf0o2/RzpcvXlJt+zm3jvYiIyO75OPCvvfcu4bk3gDeMMf8c+MfAn2k8/iPAzwH/dlfuUGSLFDUUERGR/ajU9HO6y9dkmn7uNstGRER6iPd+vk1QpvmaCvAfAV9oevi/2tEbE7kPCsyIiIjIfrTc9HO32S/N1y23vUpERPa9RvDmbzc99IQx5the3Y9IJwrMiIiIyH50t+nnyS5fM9X08+w23ouIiPSmzwPVpj8/tlc3ItKJAjMiIiKyH73e9POJLl/zUNPPr7W9SkREDgTvfRWYaXpofK/uRaQTBWZERERkP3q16ecnjTHdNDR4us3rRUTk4Gpulb2yZ3ch0oECMyIiIrIffZm1Lkt9wLs6XWyMyQDvbXro0zt0XyIi0iOMMaeBwaaHbuzVvYh0osCMiIiI7Dve+2XgU00P/fwmL/lxYKDx8yz1ugMiInKw/dmmnxeAb+/RfYh0pMCMiIiI7Ff/R9PPP2+MeTzpImNMHvjvmh76p9772o7emYiIbDtjTP8Wrn0/8FebHvpVjf3SqxSYERERkX3Je/+7wBcaf8wAv2OMeXvzNcaYMeDjwNnGQ7PA392texQRkW31k8aYrxtj/rQxZijpAmNM1hjzl4BPAtnGw/Osb50t0lOM936v70FkWxhjfg840vLwFGttVFeAtxJe+ke99zpvKiKyDxljjgFfBw43HvLA54DzwATw/UC+8VwN+Kj3/lOt7yMiIr3PGPPzwL9s/LFGvcPea8AcEABHgfexvq5MkfrYryOs0rMUmJEDwxhzie5bpjY75b2/tL13IyIiu8UY8yjwK8BTHS6bBv5MI8tGRET2oZbATDe+Dvy8916d+KSnKTAjB4YCMyIiDy5jTBr4GeBngcepZ0vOAxeAfwf8S+/9zJ7doIiI3LdGh71ngPdT77R3BhgHxqiX6VgALgJfBT7mvf/iHt2qyJYoMCMiIiIiIiIiskdU/FdEREREREREZI8oMCMiIiIiIiIiskcUmBERERERERER2SMKzIiIiIiIiIiI7BEFZkRERERERERE9ogCMyIiIiIiIiIie0SBGRERERERERGRPaLAjIiIiIiIiIjIHlFgRkRERERERERkjygwIyIiIiIiIiKyRxSYERERERERERHZIwrMiIiIiIiIiIjsEQVmRERERERERET2SGq3P9AYkwGebPxxGoh2+x5ERHZAAEw0fn7Re1/ey5vpNRr7ReSA0tjfgcZ+ETmAdmTc3/XADPXB+bk9+FwRkd3yLPCNvb6JHqOxX0QOOo39G2nsF5GDbNvGfR1lEhERERERERHZI3uRMTMd//As30uG3B7cghwIxoBpxBa9A+8xqRQmncaOjTD37CSlUQs+vr7+Ty0DT3zkTf6no58nRUBg1scn/8LV9/PGH5wlO+MZ/cYM/tYdfC3CR9Hq56y7h+Y/t94fbLy+9TE5EMoUeY7PxH+c7nTtA0pjv+wPxmCCAIKAyvseZeaJkOJDVf6nD/wa78vUNswZs1GB/3XmfXx75igrXxvn6K9exC0v4yuV+lhvg/r7eYev1e7rvjR39B6N/ZvS2C/3J147w8YxsPFdwFgDQYAxYEdGcMP9+EyKynCG8lBA9mdv82vnPtH2IyLvqBFxO6ow70L+06//SaZ+P4WpgQ/A1jy5Swv46zfX3cbqON98nxqnD7ydGvf3IjCzerY0Q46sye/BLUjPax6EIXkgbv5jKgBjKf7AU1z5qIH+GpOT8xzKlDa8dTao8aePvMrJfGbdAjvyDoD/YPA1/tXoKHdW+rn4fadILZzl8Fci8r/7fH1R3fzRxrAW+Wl3fwmBmaTXyP62/v+lOkO/kcZ+6Q2bLJ7twADRk6epjKSZ+VCKs++5zGODt3j/RIGHUv2rc0U8f4y6LD8z9gbvPjXPPxn+ENN97yR3xzPx2WvULl8FDLjGXGPucWiI73nd1KJ5pCdo7N+Mxn7ZPqb1z/UHgvEJFr77NIUJS3kUyqMOl3Nkx4oM5Ev8uTMvc3jAbgisN6v6iHEPZe/4s32v8ZunnyRyFms81Sjg7htn6LtydvU+UkXPxJemid44X38sHpNtmzlGwfWDY4fG/b0IzIhsbsPA6TZGpKHpMYsJU0w/leITP/w/8lAqh90weoPD43CJmTKu8b+yH+mb44+f/T2WfZlvPdLHpeo4f7f4k5z4vW04+ef9xqCTiIjsjuZMS1ziItn25bn7cJ6VI4bj77rGL539GHkbkjH9666LAzQZk+L7cmW+L3eV/COf5J9mvovrV8cYfWUYLl9tfEbyZ3V9z6s/N89D9/GeIiIHydAAt5815M/N8baxaZ4dvsyx9CwfyV9hxGYbFxki79oGZ0ITMGTqGV1/c+IV/sb4S6vPLfsyf/PEh/jk5UcwxmOMZ2E+z8CVIcI3urg/rf2lCwrMSG/yrr4AbSx81z/XFNwwBtvfT/WZcxSm0pTOlRiwhtAEbd/XkvycxeDwWAyBsWRJMRGsAFA6UaH0kXeQmS1jX76IW1pau5fNtEbIm+9fi2oRkZ3TbqxtOv4aHJ7C9+eojvVRnMpQHrTMPuHxY2WeHLlBxqSwbUrytWZdHg3neHz0JpUoYObt44xk30n62iy1S1c6308n6+YM13SEV/OHiDxAGsdMbX8f5afPUpgMV58qjltyZ+d5+6GbPNp/i7OZ20ykFskYm7hR2614jM+S4m35G9yaHMQ2NnJv9g0y846jjAXPkL2+jH/9Ar5Wvb/fUR5oCsxIb/IefCMzLCn1r7FQNakQMznO+T9t+flnPs+7+i40RcY3igfYyDuqjfePB+zArA/ZpAg4G8KJVIG//J5P8rEjT3PljQke/YeHIA7MdLr/1eCRradettanERGRnZNU26V5bgFMLsfSM0dYPJ5i4R0V/ty7P8tkuMDx8C59tszxVIG8rWfKRC0bBUm7ru/KLHNy8hO8PHKI/89P/iDnbw9z6BOHGb56vXEUtl4LwTu/tvHQpmYCAC7aeI3XaRkReQA0r6MBE6awuSz+ocNc/08q/HdPfWz10qypcia8y5CNyBpD1gRYLKFJAxuD6K2PtYprzjjvCU1AxoT8VP9bfLTvjcbzMO0y/KOf+jAvfe9hZj4/zvHrt3FLS/WalK20/pcuKDAjva9dHYB8Hjs+SuXwMFOH5/ixoeeZsDXClnTze7GWoh6SIuDJ7FXuTA7yG0t9VI4MkVk5gi8U8eUyPorqxb9a71XHlkREeorJZOpF4sMUJpvFD/azciigOOmZPDLPnxj6JqPWEhrbWNQnFypNWtAHxpInzeEgohLO8PaxG7xqHQsThxkdG4VyGVcsQdKiXUREOrK5LGZ0hPJEH2+busJP9y+0XLFxvG4NqN+PkSDPSNP7DrsS7xs6z0CqxO9NjMHYMDawuIUlfLWybZ8rDw4FZqR3tavC3ni89MHHuPInIw5PLPBXTn+K44Ej04iMt2o9Uxo0jkklRdBhrd5M0Lj2kXCBvqFvcfKJGX75v3431xfGsM8PMPpaRO52ieDFC7iVwsadzHh3Nuk4k4iI7BwX4ZvGdROm8e98hMWTeZaPWpaeKJPtr3Du0EUeys/xvsG3GA8Cso2jS63p70nBmNadV0v9KO1UUOOnx77OraFh/t73foSLQ2fpu+GZ/L3L1G7Uu3q0nQfa1aTZrCi+iMhBstr6qL6Orr3tJJd+OE91qsJfn3i5Y72Y2GZZMe2uq39PWH9d6/eIfpvhe/Jv8vbMVS48O86bpZPkbx/m8L+/SfTWxfqFGrdlCxSYkd60SaaJCQIWT4b88/f/Cz6UjduXbqz03zzoJgZnWsQBGUf8uvrhpsNBnsnA80zmKn/+iRvMRCt8OPyPmK+N4MIcQ6+HmKLB+zYV1zUQi4jsvqax14Qplo/mmHvEUnukwD959y9xJpyr1yXDkDEp8nZrrXybg/iwdiR20GZ5X6ZINbPMjTPP8fHMO7j5+iEOfS7XeT6Ig/jtrlmtL+NUq0xEHhzeU5zKcurdV3l27DLvzl7EkdqwydqNwFgi79Y1BGl3Hax9l2gN0IQm4OGwD0L46ann+CfP5rhxZYzJr/bV36DlKFZi3UyRJgrMSG+KjwG1ZMqYICCYGMcP9lMeMWRNldbeec0DZ7tBNdZuMG8t9Bhn2MTvERrLdx29wCeffZgbZ3IsnHqUcAlGXyuTubmImV+iduv2xkyf+H20kBYR2RXB4CD+9DGqw1lm3h6QenKBd07e4GhqkQFryBhLSNC+aHyCeC7pVFQyNAF4yJoa6SCC1DaM+81zmOYRETnojCE1eQg/NMDS0YD3jlzn7fkrjAZVLOGWgjLNG7Txur5dQ5AkrVn2zX8+k77DBycv8GKmxIUfPknf0++j705E7kaRYLmMv3QNVyx2/VnyYFJgRnpXy6LTBAEmnaZ6cpKVY1kKhx0DtkLQVAMg8o6yrxEYA571AzCsFvxd+4y1gTXe+Yy7MrWKI+w1IkIC/tbUp/lrk5+i6mHJp3ixfJT/9nd/ivFvjTN0oQ87M7vhjGm96KNV8UYRkd1gDEyOc+sDwxQnPW/7njf5Ww/9NsO2xuEgt268j7zrmNoeq/oIh2vUoGm/qI+PNQ0ERYbSJXzoINjazu46CsSIyAPGpEKqp6dYPJVj8eGInxj+Bk+kq+RMvqtjSs3ju8OvW/e3K2cQS7ou5vA4H63OAe/KRLxt/MssjTm+fewQt2rD/P2Xvo/UcwP03ehj9O48FAr39pcgDwwFZmR/aDra5ANDlDbbs/vYJG6X3UlgLM57MI4Rk1s3WIdchUNlClM5crMhucDi1TVPRGRvWUuUgSgLE9nl1XpkrUGVOPi+HVYD/j5iwJYYy6wQ9FepTA2QWT6Gm1/AJXX3U/BFRGSNNdTyKcpDFp+vMGArZEy669oxOy3OnMmYkEwQkvdVnkzf4aHUHFPDi9wY7CdcNBh7H0F5eWAoMCO9raltqI+itW4WBrzZuIANjCXT+M86adBuXYi3ts0OTbDusaTd0Po1ZkOkfSzw/InHv8k3Dz/EtfAhTnwhDaXS2gu9T26hJyIiO6MR6PAB+MCTsTUyJrVubI93UpOyJeMsyebsmKQ5oJ3QBDyducHwxAqHswv80s+8l/T0cY59epLUZ7+9+dFW27jPpOvaFcgXETkgTBCwfDTN4jnH5OF5QuNwuK7G4Na6kq0r+k5jf9J1zfNG/HP8nSF+jxQBk0GaYVvjHaPXuXJylILLQjaz9V9eHjgK38n+YwzeGjBgEzJcmmvLbKZdMWDX+L9uXle/3pMxlu8ZeJWfOPI8pQkHQUKKe6eijiIisv2swVvwFkIT1Y+6NumUKenwRN5vmA+2UtdgMkjzZHqR7+p/jccevk7qsUUKk2H9eG7SPNHEWIOxaxsUa090LpAvInIgBAHVfoMfqzCeXyHcJLM9zmDpZozeLEu+9bqkTJzW9wiMJW/TDNosRzNzDA+tUO33+DClcVs2pYwZ6W1x29DGzyad5s4zOSofWOIDR68yFqwNiO3a5m1WMyCpJarz9Qh60nsmtc2zGLImxZlwjuGggMtHYBMGYHXREBHZecYQnDlJ+aFR7p5KU3tmiUcm7vKegfMbWmF3KuAbZ1JC+zmmnbW5wpAn4GQ4zx859AoXBib4nfc+Q5R+hv7rFTJfeQ23srJ638Bapk8UrQVlbLCWORPPIa1F8kVEDhATWFaOeT762Cu8ve8qw9auNuho18Z6M0nF25PeK348vq7dd4h2AZ5ncxcpPJThy/nTXPy5h8jemWTyawv4b7686T3Kg0mBGel9ze1OM2mW31Xk+ff9U0IC8rbekm61qG/Twjkpsp20sO505CkuBrk+m8Zv+Kx6iqTlTBhy0jtsX23j79F0LEvFf0VEdpCxFM+Oc/vZkOKJCn/77b/Pe3OXmbAGqKeUJ+2sti7Om9Pfm4sDb2U3NkVAxoacMhF/cvBlFvo9tfcHfP74GZa+PcTpl/rrgZnmOYKmAIyPwDaya7zB15rmFwVlROQgaLdxmUrhThT5+0e+0DhSmgfWF2Hvvq/S2vFUqI/Nza2zgXXvtZXxvvUzAD6QrfK+7AtcGPoGvz7xNC8tHeGt8iOMfXNLbycPEB1lkn0nCBxDNkfeplcf67Tjue61Wxxc7+W9AmM7ZyvuYlEyEZEHlQ8gSntM2jEcFBi2kDGpxF3SndA6L1kMeRMyYA3DqQL92TIu4zemt7erOxPfq9LhReQBYo0nY8KOXfC29H6sZd1sz/sl16ixGDImZNg6zmZuc7Zvmiij8VvaU8aM7C8dgiGtw/VWgzBVH1FttL6LB/9uCghDm6j6hsW2V6aMiMgucSmDCyGVrjEWLDNis6sL6HY7pEkZl51apsbapdQHrM+0yZgUDseh9CLj+RVmMuOQDteOKbmWOSLOovFu/fShY7EicpC0G8valBOoHzMNt5zJ2O77QlLIJ+lYU2ux4KTPjOeY+LnxIMeH89c4Ht7lN/s/tOk9yoNLGTPSu3Z5V7BTsV8REdlnDGDBWk/W1AhN0FWQ5X4kZeC0BmtCE5C3FfKpCi7t8Zk0NpdNLgTcfJ9JxeOVPSMiB5ENMJkMJpPG2ORGH83/3k3dFA1uvq/QBIzZHFNBAbc9ST9yQCljRnpTu8XmPaadd1O0MUWANesrr99LdycREekBvv6P94Yo4bhr0hHYuO0pbG1c30rb1hQBT2Uvkx2vsPB4jss/8RC5O4c49MVpotffavkd3MZM0ebgjAIzInIApY4eZu4Dxygcsrzj6Os7eux0q7otnyCyVQrMyIEXD+abBWea086TUty3rHXxrJRzEZHdlZBkAsnB9/rYX8+dzJhwx24pMJa3hRVOpy4THPP8w+/KcPv2MEOXhki9nvCCHvpCIiKyG6LxIW6/G8JjS3xo5K3VI0SwfzdD9+ddy25SYEb2pU5BlqSuGt12aIqvd027pt2q+og3qhVuRf1EiyG4pm8DCsqIiOwuU/8nKamk3fzR3IZ1Jxf/ca2yAVtkMF3mbqaGS3UIBrWbQzS3iMgB5LIp/GiVo6MLTIbzbdfku5lJEzTqfXX7/SP2aqXA/z79vbw8P0X/NY3Z0p4CM9KbOiw2nTf1jJaEwXGzgo6xuM2e88kR+E4FfpPeD2DBlfgXdz/EczMn6LucWt/StJUKN4qI7ChvDD7wWOtx3q4eU+rUUS8e+as+Wg3Q70SAJmNCUgQcCpY41jfP7EAel6638V4XSUqaIzR/iMhB0zKu1QZC3n7qKj819Q2eytwgMH2rlzav9XdqjG7nXj7rl+bfw/P/8zsZemme3K03UBsQaUeBGdmXHI7kGupbf5/6Hum9nxeNvKNGxILzvLl8iOvTwwwuAk7p5yIie6aRMdPOVmuJbbd6IeAKmaBGKojwynMXEQHAW8NIpsBUap68WQtCb5Yhs9PZjvdivpqn/0oR98qbOpoqHSkwI72veffQ2EajjfY7np0GveY2e3FgJx7A4yyaFEHbI05J7kQFXqiM8Y3Ck7z5mdMcf65K7tocvlJtv7OpnU4RkZ3VKP4LYE09mO/wOL9+vzIpxB+aYFcW+ElFiTedHzR/iMhBkzCuWTwBft0Y3ZwpA0l1wpIz6rdbuw58kXdUG3NMnM3jMKtzkcZv6USBGeltxqzvSGENxqwdP0paOHcajDulPjrqg6k1W8vFmXeWF0vH+MbcCca/E5H53efqjbfVLUNEpOdUfUTQGJ/bBflh5zNpWhf2RhupIiIAeAPWeGzTwBgXaAewCZuo3bSx3k7x58WbulCfN2q+2riiZbNY2TKyCQVmpLd5DziC0RGic8dYnswyNTq9IwtmiyVsiaW0S3WPvON6VGA6SvOrcx/gY88/Q3gn5NSNlTa/g4iI7KU4ozKuIdYpwL9ZTbHtZBuLex1lEhFZY40j3ajIspbxvtbYY8P1u9y1Kf681u3cVCM7c12ZBENjo9npe4G0pcCM9D7vYXKcax/up3gk4ucm39pwyf0souPX1hfrwbrHa0RE3hMSrCsI7PA8X57iK8tn+djzz/Do/3cZc2Mat7S8Fq/vVLSx0zUiIrI9vMF7COKi8AkZkZF3G4LwDr9uF3SnBNR3hK3xjYV7h8K+mxUFFhE5KAxkbI3Q1AMzcaAjqTlHrFeKACfNMxiDsQavyr/SgQIzsi/4lKWW9/h8xEBQ2vHP26y4mMOx4jKs1DKYcoCdXaI2c7fzm+pok4jIrjE9Hry4ry8Rxig4IyIHmjsAaYSr3yc0XksXFJiR/cFaXBqCbI2Mra4+3ClTptoUlo7TCTtF2pOkCEiZjcXFIu+p+oBiFIIDAgs2qJ8f7Wbw1QAtIrLjjAPv14LicXHI5jpj7VPid+dLgfMW5w2Bp/PcED+nIL+IHHQeyi7Fik8Dlbbr99bW2bB3nfZaxfcW+XrxX++09pfOFJiRfcEbgw881rrVlHRYK7yVNGCvFQizG8960l2r1HbPORwVn6LsUuDq77tpiqL32uUUEdkDrd2PXEunjyRJReJ3gmvcm4r/ioisqXlLyYW0W1q3ZrcnrfX3SvO9rWb+dLt5Kw8sBWZkX7CVGuGipdSfYbbWt/Z4hwG4udtGu+s2W3S3ZuQsuxI3oogbtQH+15c/jPnmIJOXHH5xeX0kvF0tAA3IIiK7Yi2gXx9314pHtp83NjvGup0i74gwq8V/1+lUjywO8ouIHFC5myt84QtP8MWjZ/jP3vFZfmHkUttreyEY0/p9IW6dbTFrnaVU/Fc2ocCM7A+VKukFiHIp5mr51Yc7BVZCE9zzIjt+3+bjUHjHkqvxSmWKl4rHSH9+kMO/+G18tUZUrWx4DxPU92N9rXZP9yAiIvfBgA/AWlc/LtRyhKlVc0r8Vo+9blX8Wc01FFZ/NKaxgG/mFOQXkQeGuXqL0x9PU5zM8PHxp1YDM63r+t08tpRUPiF+rLlVd9ByTWgcPRA7kn2gNw7hiWzCVKrkZhzZacOd0kDiNUlBmDhqHf/T+txmWqPwBQ8vFY/xncWjhEseVyjgE4IyMZ0nFRHZG6mViMxdS2Emz3PF03yr4rjril29drcyZ7KmxkR6iYn8CiuTAcFj50gdOYyxWsWLyIPLV6qk5otk5qoUquFe386uZlPKg0sZM9LbGjuHbvouY5+JGBkf4qUPTcGp+tOtA2Xk3Zaj53FWTNIOaWvLuzerY/zb156lcivPiZu1dfcIrJ0f9b5zpkynlqgiInJ/vCP/+h2OroyycCbHPxj8Hn7r0Nv5c8c/z0/0za27tLkIcDzeR95R9dGO1ZmJP+tYqsQPDLzI2ext/l/fP8GbZ8YZf2GM4Y/P4wuFbf9cEZGe1lhT+1IZLl0jszLGwvLwhvF4NcPxHtb9W1X29aYjKYINmTKr8wftgzcOg3EenHplS2cKzMi+4Epl3PUbBOUypeKxXf/8qo+o+og7tXHKszlydwJSy+XV5+PdzY7Ff0VEZHd4j19YIm0Mff0hM3ezXA+HuD01jGN205oELqnuyw7Im5DJoEjENA9PTvNaZCle62NYNWRE5AHmowi/UsHkskTRKA5H81ZpPEbvdHAm7sQKYE3novG90g1K9i8FZqS3eQ90lz7YHMXeyuC42QK96iP+9eJRfv3W07x+fZLJL1r6bpRJX71LzcQBmajpfhO0dmNSpoyIyI7yxSJ4R3p+iHC+j2Iuy0KU66pQ5G61XQ1NwGgQ4Chwun+G+dEcd/v7wDZ9rrr5iciDImHdb6hnq8BalvtujdGBsWRIrdYo05Em2UkKzEjv67Ag7VTEsdvButN1cTr7704/yVtfO8HgVcPY565Qu36TdQeVOi2atfMpIrLrXKkEpRLBXIFwqZ9af4qFWq6ruWG3dj5DEzBkckCRM9lpFoZy3MlNYeJ5o/nfCs6IyIOgZawzxq92OXLE3fWCXRun46OnSUGZeymhINKO/kuS/aVWw13P8f+eeZRfXx5k2ZV29uOIKPsatwsD5G4ZcjOufu7VRfV6MhqMRUR6milXyE17srctz82c4A8LId8ulyn76p7vfhZchSu1ZV6tpPnEzGN86dIpsjNmLQtTRGS/u88NSucNZV+lxt6Pi/ERquamIt3MI94YbdTKppQxI3ujeXBqjoy3FsWNC+s2iuq6Yomjn3P82p0PU3qqwFMf+If0J8RGtiN6HXlHwVWZd44b10c597UVUvMF/NJSd2+gAr8iIvemZey/H352nvHn+6mOZLnaf5i/Xv4x3jV5lb819QkOBfktv19Sy9Sk57uZh25GFT6x8ggvrRzjtS+dYuwlz8DFFXyl2rj5hPlx9RfT3CIiPaDTetcGGGvqXUrj4rftvgMk8R5Xs8xGZUJjGLBpbA/mFXTKnLH4+nksY4H7n9Pk4Oq9/7Ll4LuXiHE82DlPZqZM/1VHNJuh5DuV4bo/Dk8VT8lbTCkgNV/ALBXwUVNkfKu7rYqWi4h0bxuC7L5Wwy6sEM4WCRcNC4t93C4OUt2G27tfFW+ZrfVzp9xPZs6Qv1WtbwAoY0ZEDrItjO2+FHChlmc6MquFePeDqo9YdiWKUcgu1ZOXfU4ZM7I3uh1YW4qA+VqV8OItRu72s3RikiWX3vCSbiu0b3Yu1OGYjizXa4MEyxZmF3CFYnKh36SAS+vvuNpWW9FyEZFE63ZS3frH7nHc9JUKbmYWWyqTnR2mMJdmeqyPqOXtVtuvNrRrld38WLfZMe2uK/uAuVqeu6U+8rc92Tdu4VcKnYP+mj9EpJd0GpNchPdbrJHVVFPLl8qMfjPFnwz+PI+cuskvnv01Dgf5Xa3r0pwl2e284PB8pRzwlZVH+er1EzxUqOC2IQNUDjYFZqS3JA1YLd2Marduw63bZO8eouRDmgM38eDp6NzSbnUB3iE4E3nPvMswG/UTlMEvLePi+jJJmt+n06LaWPXVFhFJEo+jzQtYG4/m97ao9bVa/QhqtUq47AmWLculDNWE7kxuXTcQ23Ub1tYaA0nBm8TXYViJMhSqIdm5iNq16x1+ES3oRWQf2mpQJv639/hKleE3K+DTvO6OsHTaciy1Nwc+WueCdmO7w1P1EW+Wj/Kl2TMUZvKY0pzGcNmUAjOys5LOxG/TwJSfjvgbb/5xnh6/yp8d+yJPZTL1QbPL40WdWqY2V34HwBtwbpNdTLXQExG5L0njaPNj99CdyPb1YQ4fwg3lWTxpMSdWeGT8Dnmz8X2aaxe02xlNcq+7t1FjHvK+zXyUVItB9ctEZD+Ls+HbbcY2j3u2/nPCcL1qrzojdaoxBnClMsb5mTFScynQ8VTpggIzsnNWj+402740vv5XZ5n+tUk+dXiKwZ8u8dShF4HN2183azeo1qPd66/1kVs/YbRk8mzQbvGsAI6ISLJOWZP3WETSjgwz//QkhXFL9M4lfv7Rr/NI9iajNr1uDohboraTdBxpewrNG1ybwIwJAjC2foS2kWlpgvpdrvt7EBHpJZuNzZ2+C2zhe0K8Znc+IjQ7U3ey23G+9TvGq0tTlC8M0n/DYMrVe9pYkAeLAjPSW7awE2hKZfru1HBhitvlQcq+isV2PTBvNtBaYwjwWOPAeExg8VFwf4EVBWVERHZXYKnmDLU+GOwrcSIzw1RqnmAPi7GXfZWSr3GrNsalpTHmF/P0VbtbsHvnMdZoPhGR/eFeAhI2wPblMfkctXxALWswoSPolDqzCzavT1k/xlTwVaaL/WRmDekFD7XaLt6l7FcKzMj2aQ2qeL+xlooxGwfo5raoSe/Z2jLVBpggwM8t0PftiPTcBN+ePsq3JiyTQZFjqdy6FPTmgo7dBG3iXdPQBwzYCmPBMlEW7PAQplAkWl7pvEvZutjfxravIiIPnLjGjHf1KWWzbMVmxuAzaSpDhvKo552jt/nu3GX6jCVFtquP30r763i+aZ6Dmueiqo+o+oiXqoY3K8f4pRvv4epnH2Lgjid3dZaoZX6sF5tvmW+S/h5ERA6QYGyU8tsfojKUYvaRgOKRiCNTc2SN3xAcWSs9sHOdWmHz+pSBsZRdhcu1GrejAS6/PsXD/34Bu1TAzc1rzJZNKTAje6N58WlsIz29qejjhuvXCuYaa8AaXLGEX1wkDFMsLA9zJxogb6s4HJZgXSHgexm0A2PImoisqeJCD7ksRA5TKLTfqEzagd2Dc68iIgeCMfUxH7YejIiD4qmAWg6irGcys8SxVH/i5UkBmE6Fe9u9HtoXoHc4qkTcqE3wRmmKS3dHGbzgyN+uYhaW1+67eYOjlRb3ItLr7mecMgaTz7IyFVIesZQmHMFYmam+RXphRd2pwYjDMeuyXK+NkJkJ4JW3iMrlXb0/2b8UmJHtl3QcKakI8OrPrh6UiRe1G3ZDW2q9OI8hqp+vNwafCujLVTgT3mXURqRY30K7XuTXdiz2myRFwJA1WAo8+fRFXvqLp+i7ajn2m9eJrt1snPl3G+93w+/aUriy9XcUEZG2vEsIUnQxlqaOHCY6NMLC2X5WzlYZmVzk0dzNTT+veTc2MLbr4Ex8bbu5ZtmXeasacCsa4X+/8r28dWGK3KWQwYsrpOYK+OXlTX+ndZSNKSL7UWv9GWMwQYBJpai+723MPJGlMgylcyVyfWUeG5vldP8M7+i7yoDdGBKJi7bvdBHgbhqMXKjBX33tp7l9fYSp152K/sqWKDAj26exMDSp+n9W9cDFWlZM/cFNFpDd7A66aG1cNAasZThf5NEw03ZAvpfkxsBYRmyOEQv/9sxvUjgd8X+/+se49e3TpO/O4SsVXKXKhoLGcXAmvpfmIpWrfw8aqEVE2mpeuCcdHV0d69vMKcYQHRlj9m39LJ00PPvYW7x3+CLPZC8DmbYfGx97vdeE+HZzUOQdCy7iueJZ3ixOcvH5Yxz9qiN3u0Dw4gVcsdg4ttSlxheZemDG4FW/QET2g3Vr4bUgh8lkMPk8Nz6Y5Y/88a9zMjvDh/JvMGorDFtL3oZYLLZl/G4u2h55tzvBmTYi73ilfJjCpw5x5pslMlemqUUtheoVRJcOFJiRbbdamHBrL+ruOmOwuRwmHWIGBojGh1g+0cex/Js7MhDHO6D9Nks/8Gj/LV59+DFGOEvm4jTu6o1t/0wRkQdeUvZhF0wqhR0YPg0iigABAABJREFUwGQzLB3JsXLUUJqscarvLsfSdxmwVToFZpJ00+mv0zXLrsS8q/FmdYjPzz3M5aURsjOG3EyF1HwJX6lsPbDifX2uDZoyikREelmbMT0YGKD2xCnKYxmKx6u8LX+Do+Esk0GFARuQN+kd67i0XQquwrKvcqs2RLjkCWcLUCgqECNbosCMbL/mjJamx9ZpjZivZtZsElE2FnPsMNXJQWYfyzL/oRITY7P8zKGvAesL/Salk99L8Kb5NT82+C0u/4djvDI3yfK/OcrQL11tZO00tXGNf3m1MRURuXfdLGhbrrEDA5SfPk1xPOT2e+Cxpy9ydmCanx3+GsdSNfImveEtmgv2xov/bgv+JmXYVBsZkfF7vV61PFd8hE/efYyXPnOO3G3D4RcKhC9frgdlKpXkN283T65+eITXMSYR6SWd1vGt41lj/ezOHOfKLzh+/NxX+Sv9F3hP5hahMQzZ9c08kmy1wce96DQfxM/djCq8WJni6/On6L8ZYa7cxJXKazXDNE5LFxSYkZ2V1CKvKWJurIEgjTEGggBsfPwnOYPGhClqY/0UD6UpHDa878xF3tZ/k3PhDJDfoV9izbEU/PzEF3h58Bj/cPKPM9LXB9Zigvi+Pd57iCJ8tbYhE0g7myIim+imtWpr9D+uUZDNUBwPKRyymKkC3z3+BifSM5xIRYwEfRvepnlRvx2a69HE730rGqwfX5ofpe8a9N+oEd5aIJqbu/8P1GJfRHpFt1mOzc0/whTRYJoPn3qVv33oW41N1fyOHkfabg7Pkgu5VBnndnGAVCEiWlzu/jSASIMCM7LzEoMz9U5MdmyUOz90hsUz4DKeqK/DIOYBA6nBCv19Czw5Ns1PTnyDqWCBiaCxa5lQmKu5VelW2p4myZoUJ1IF+sxFjvzQZV57+PHE63LXUoy84bBVj616TOTJX5onev2CBmoRkXbu4fgS1Av9Vk9MsDKZ5fZ7ITi8zPeeOl+vURCUyNuNmTLQvphjp53R5udaMzPj9yv6Ci9VQu5EA/xvl7+fiy8fIXfLcuSVAuGdJbg7v/kv1Vz8XgEYEel1mx1BjcfaRjZg6sQximfGmXskw/dn727Ijulmzd48ht/vGr/jZ2zy+b+39HZ+8VsfIHUjw5npOVxrNqNqzEgXFJiRnZPYOrrlscF+5j9c4q8//fs8mrnBO9O1xFREhyPycfDFNAqAxQN4AKzthLYtAGzsaoo591gcLGNCjqVCjqXgtx/5LdwjyUGW//Lm+/ndLzxDULIEJYOtwmQ0RPg6GpRFRO5XyzjqxoeYezRPYcrwyFOX+P6J13h//k2ezRgCszFTplm3c8FqZk1L16ak9yu5iG+XzvBa8TAXXz/M4S96cjMlwpcuEs0vdPV59c/SfCEi+0g3DT5sgAkCqoeHuftEhuWHHMfSsxvG06QxN0n83P2u8e/HV+dOMfS1LH13Iuz0PC5hQ7pOx0+lPQVmZOckRM7jLhL25DGWnpxgeSrg7OHLnExPMxEUyZhcm8E0IOL+I+EWg8N3vRvaSWgCIp989vVt+Rt89tRZyuWQai3A1Qy3bJbhkWfJzNfIv3wTv7iEK5bw1Tb1BUREpC2TSmHHRjG5LEunBlg8BZWJGg8P3uF05g6jQWk1KLMdO6nx/NENByy5LEvVLMGSJTddJpwv1Y+4iog8qIwh6O+DTIalo1kWH63RP7nM0dTGo51bGXMj77Z0/XaJj6zWnMXWPKZdeUnvGl30FJSR9hSYkZ3VXNTXWEw6jUmlmP7gJB/+S1/hff1v8WT6FoeDNEFCUUZov6COEo4sNT/Wbidzs9Jgza327nUx/5MDb/Ded1wgakpzn/7AAHejfn7xygdZ/EfHGHh9Hnt7hmjm7pbeW0TkwGrT+jrpeZPJUH78OCuHQ2aeMrzr/a9zOj/Dz4x8ndMpCJvmlKSd183mi1bx/BF5R9VH69LuW9+r5D3XyyNcWxkmf8uQfuEivlxeXwzyfrX5exER2VW2sbLuohi5SYVwaAw3lGf6Gcv/9n3/ijPhXU6lAmD994Bu1+zNxX93s3dT5B1lX6NKRDlKYWtgq20K/XoPXk1BpDMFZmRXmXQImQyVYcNPDD/HuzMh0L/Xt3XP2i3mx4M+RmxrUKcMlLk8+RofO3SE9EI/mVpEUKvhK1VcUW31RES6Zi3VgYDysCUarvL2geucztxhKojot52PL+2kej0zqLmAiguwFXBLS/WW2PdYQ0dE5ECwBt+XpTqUpToc8d7sNIcSCrP3ujggNOMqzLsUi6UsQcVjqw4fqZak3BsFZmTXmCDAnzhC8Ug/hcOerImAcNPXdaoZ0+213diN9wP4ocEX+M6fOsrVpWEunp8gd+0Qg5ccI7//6tZqDzTbrh1YEZFe0RrEaBnjTDqkMB6wctQzfniBD/e/wkRQZMhmNrxV/ejp+roD9zq+x8UeN3t91Vsi17gmCMD5rnaUu6YxX0R6gYvWxutNitza/j5m3jnM4mk4evI2IfcXrO52PN5uDs/NqMhfuPBTvHp1ivwLOY59Zxa7WMAtLe3qvcjBocCM7A7vwRoqY3mWj6WojdQagZkHz9vTWX711KcpuAp/Z+oZ/uDaY8zmxxj9TBZoBGY2aTO+odK7saigmIgcGJsEZQCwAdUBQ3W0xomhWR5LVxiy7TMwt3PhntQ5pJXzlsjXfw8TBBBF+JrGaBE5gOK6kvHY2ObYjkmnWT5m8I8s89TYdcJtGJf3qrX2bBTy8ltHGf5WmpE3K/DGJWrlstbics8UmJFdY4KA4qGQpRPQP75C1qwNXDvV4q6XhSbg7fkrLB/O8DsLfSy+7yS521Okzt8kujO98QWdai9s5y6siEgvaRnb7MAAZnKc2sQghSlP/+QyJ/KzBPe583qvNpu3jPfgHN5pjBaRA65NoHpVKkVpMuKDD13iXQMXEzux9rL4+4rFUMGSmgkZulQlc3tl7QiTWmPLPVJgRnaNSaVYPGEZfGqG90xeZqCpvZ3DYdm8yNdBEpqAH8pP85HcTR7KzPIPCt9H+naek78zBUmBmVZbKLYmIrIvNGfKNFLUW9mJMebfeYjCREDu0Tl+8MSrvK//LTJm86Oxu815A556fRn3YGaJisgDoou1qM+mmTw7w/9y7PfJmoAUyY0/ek1zkeG48HvBpRi4BLnPvoKvVNe6rMbr8+ZMdq3ZpQsKzMjusYZaHo4PznEkM49VEUTyNk2eNCfSMwwfWmLeDVDLh/ofpohIS1DGZrOYdJpotJ/CREBpHI70r3AsPcdosLxHNykiIh0Zg83nsSPDVI4MMZG/yfg+LPjbKsJgq+BWVvb6VuSA0Pc/2T2pFOWjFf7qsT9gIiiSN1kgLspoHqhjTK3ek73B337bb/G5Y4/y5c+9m0HYvKCvdl9F5KBpc2TTpEL842dYOdbH3LkU5oNznBpa4P925Gs8m73CqIXQ1Bf6u3k0Nt5FbW6dHQttRGgdJdtUd0FE5EEQ15tpjMfRU+c4/8M5alMV/p+Hvr2397ZFzceXNp1X2m06a80uXVBgRnZPEJAeqPCBrAXWR8of5KAMwLFUP8dSBQbtt/lc33vWnlC3JRF50BmLCVOUx3IsHw4oHHX88PE3eTR3k2ezVziTyu3ZrcWp7bHWQsDWtBRqB43pInLwxev6RnCmNJ5m+MkZnhy7yZPZq3TTlbXX3HNQRqRLCszI7nFe69FuxH9H+ssSkQecHRjAHD9MbSjHzJNpls7VmDg+x3v7z3MynGE07kbd0ga7Xaekbb+/RsHh+PNbF+7Ot3TTM0YBdxE5uJqbUqx7vB6oTtn9lznSbk4ZswXmHvdkf/I99F8uwLdfx9eqmxdAFmlDgRnZdZF3D3yGzKa0aBeRB5FZH8iwQ4MsvG2E4pil8EyBH33kJZ7MX+MH+27QbzIEJrlOwW7NMZ0+J/IG5029K5MW6iJy0DW3y044upOyjtA4AvbfGjdprB8Pqjz29GVeGT/M8Ff6mXwlXCsADGuBeNC6XrqiwIzsOJvPY6cOUZ0cYqCvuNe3s/9pkBeRg8xYbF8ek80STQ6zfLhe6HdiZIkz2WmOhnOEBD0b4N+tbB0RkZ7UxRh4EDZp08ZwdmCa+UM5ZsemsBNjmHQat7RU78QnskUKzMjOMgZOP8TFHx2ldDji544/DxyMAXnHJe082AATBOAd3jUCM2q9JyIHhfdggBNHWT4zyOKJFP7DczwxNs2PHfoW3527TNYYApOm6qPVYozNwZCdnluqPsLhsFhCE6x7Li4G7ADn7dq+cBBAFGmsFpGDy3ug9QhTfS3rjaH+rCFqHAHdzXF7JwzZNP/5+Ge5O5rhPyr9aebePEJuukrmxStE09N7fXuyDykwIzunkdnh8iHFozWGjy5yKjO92sGimQI1dVHL34ux9T9v2HwwFmObgjMiIgeI609THAsojXvePXmdZwcv81TmGsdS/UA9OLIX6oEXR+Q9GAcEyddhsMZhAG8NJpWCKNIuqogcbK3BZ2PrG4qmHnOPw9W7WQtsp/z/2fvvOEmy674T/d57I9JVZnnX1b57erp7/AxmAHAwIEASBEXQiRIpUSJFUeZpJe1S0lvHp919az6rt/rs7pOe9j19ZFZ2lxQpGpHiUhQdBIKExwDjMN60d9XlXbrIuPf9kRlVkVmRWVnVVd1VWef7+QDTnRmZGRnVde6J3z3nd9LK56zvcxY4MzTP1dEhlPXIpA6esbGwPxBhRtg9tGmu3kjYGQzZLL5EO4yIOFPvu1XUryXgwpabD2dZvx+JFjTZgRUEoYdQWlEay7B8BoJjVZ4f+IBnslcYMxtJ/Famu3uFURpc3cSydYNh43lLQTnO56YB+A+nxxn62EVS82X0W5exa2v35VwFQRDuG62m5kqhjMGMjeIKfaxOGp4dmuaJ/HVGdAXwD3TO3yoqfXjoCq99+Chrt9L0v9MPN29Jfi5sGxFmhN1BqUZ1h9m0I6ha4pLFAnp9n7Fe9t382GFFK4vT9RsTZ93moO4cPKCdYkEQhPtFechQO1nm5OQ8H81e4mJK47ExFvtBJvRGdV6rjNLktOGRzE3ypsznj59j7tE8uTseQ9f7QIQZQRB6iaQx0UqDMbjhAarjfZRH4anCNZ7KXGVYH1xBJgmL4/m+95h7rI/PDT5MrT+TsA0tCFsjwoywa6y31bQxp43Ghmr0+k5jpDjHHzvMpAip9ivMiWO4lTXCuflEZ3tBEIReQ3keemQY1ZejPKzIF8pM5FbI6RqaTNdiTLSu3A/xpt1n+RjGzAohirGBVe6O96Grut7SJAiC0ItEVTMxocZ5mlrGYNOOEbPKoK5u8uY66GgUw6bI+dwdbo8O8MZzFxnqf47cBwuE736wcT/UWlUkCC1IhiDsDlElR6N0EaXrbTgNUUG5uumXweIrQ+jsukdAZN4oQEFXWTsZMvdtk/RfKWNeXsNVq/Vr2VIiuo4EeUEQegBdKFB+8gSlUY/lh2t8euoK53PTDGoSTXYhWXxZr8J0eyvOhM5SoyGct3xWTqe46Fd5yF/gM1Nv8Gs1j/nMMEdymT07H0EQhPtG0oAKpdZb8bEhWEOYS1EdMAQFy4XUHU56KbxGzeFBNf9NOu/zvuG4eZ+PZ9/nl35qmvfWxvnWLz/CkQ+u1DsJtKlXw4sJvNABEWaEPccZhfMsGb9GRgebnj9IwXiv0Thc2hLkPWpZg0ksD5XKIkEQehDPo9pvKA9qdKHCVHqJCX8Jfx9XU4aNBFurzT5pOZ0idJYJf4mR3Bqz2UHosRJ+QRCETtiMIcgpXDokp2ukVd+DPqU9Ia180sYnrap8T+FbXMwO8+LwRVQ6XRewDrjRsXB/EGFG2D0agkHdsHaj/aY6kOLpi1f44xMv8VzmGqGr+wRI61IbtMNFuXsYblbXNzneS/WMIAgHH5VJs3zCsHbCcvH4Hb63/1VGdIWcTm86NknQ32iNVWjMnov+RmnSkkYJgnAYiUZjb8pPNwQIlfJZPJtm7kMhp87cpdBiOnlQN2bj5x0NMImq/41SDOgKk94S1dEQ++gZzFIJd/0WtlSSPF3oiGQUwu6QVNLYoJYzfN/Yt/jxwhyhy1IjRKN7rsd0p2waFa7q41UBnEswAE5AGdMwCxY/GkEQDiYu7VMedZjJIs8NXeVDKYNR9fHY2yl5v5/JfmuC3g7d6oIvCIJw0EnKT2OPKd+jNK44fmaGZ0eukTmgQkwnLI7AhfjKYKh7ZvZpS8VV0IWA0lSWdMrg3TIiyghbIsKMsDu0qORNtBTGeId+9lIzbW8idPcVRZvGaguCIBwQzOAAjA5TOTlMMBxydHCVUX8Fi1tfLYzSHYWPOPfT/DdOu88zSkrYBUE4ZCgFxlAZcnzb+GWeyF0nrXrvtlOj8JVZ7wLQKHJKEeqAXF+F4mgGFabwU/4DPlPhINB7vyHCgyNJCVYKF9MXDmrZ4n1nO11eosALgnCQiJtDAhwZZ+mxYVanDJMnp/nYxCXOpe4ACRWFLY8lVdJExvKtni8PEqmYEQTh0BC12HseHC3xX4x+iYwy5HTvmZ8bpZu2m43SDOksBR1yenied04O4Iwhn0o9sHMUDg4izAiCIAiC8MCwmRSVAU3QD2O5NY6kFunX5e5f3+jvFwRBEPYXxliGdHbfiOT3A6M01jlSuoYzYI0S43ehK0SYEXaHxphsZ90mjxnlIKS9UeNhCtaCIAiHnvhoVaB8JMf84w5vvMhnxr7FJ3LvMWYcfsv0jm7XCvEvEwRBuA9E1Y9R5WJUwR3919b/2+t5flJlJ0A59DEVhQka10ObTfdIghBHhBlhd1AalEYZcM5uDs6CIAiC0IrSBHmDGStzdHSRxzPXechPd10BY5E1RhAE4b4Tnwh6iMdBR5vMSeJMzWpUCCquxSgl90ZCW0SYEXYHZ7saCNSteaMgCILQA0TJezwRVQrl+ZipCVw+x9qkZmRwlaN9S/SpAE3dJLGbSUzSwiQIgvAASBr6EU1ojW3QHhYNImmN8rTFeeCiIk5nD88FEXaECDPC7uBio5qValaEHZhG8LY4LLZpXPZ2xqAKgiAIBwdl6nF+vc21kbjrbIbqqVGKE2nWjjmeHp7mXO4uAzrAqDSBC7GNdaPTJD9ZMwRBEB4QrSKDNvWY7xSuVlt/uF2rTy/QaWJgStewnsMawIooI2yNCDPC3qA0Op9D5bJUCxpf1ToeLuaNgiAIvYezDqXV5jJ3Y6gM+hRHNbWBgKOZRSb8JTKyDAiCIBxo9EA/7tgE5bEcIwOLD/p09px2olPKhNgUWF/Mf4XuEGFG2H2cAwXu4RMsPlxg4SJMektAZMooxoyCIAiHAhs2azJR+XvKZ+Gcx+rFKk+fu8qPD36NEeMY0Omml2t0YtIbjcQWo19BEIQHQGPoBzQqIut/wNUstQsn+OAvK84dvcNfO/4HPVctEzq77m+mUetVM9Emc/R9x9Mr1IYDqssp8OWWW9ga+Vci7Bm1/jTFCU0wVKNPVyBhMlOEVMsIgiAcEpRG+T5Bv6Mwssa5wgwnPY+cTgH1pLe+JvRWMi8IgtCLKK1i4owjKPh85Mz7/InxF3kmfQfIP9Dz2wuiVlvdstlscRjq9zV5U8HkaoRpXypmhK4QYUbYE5RWLDychk8u8G1jd5gyRSCf6CcTV9J7uQ9VEATh0NBm8oQZGsIdn6A03kdlPOTMwBJHUouY2ISP9TWgg1m8iPmCIAgPEOdwYbjpsQitHLrFHDi6Bzjoeb5RmmggYNO9TMua9V39b+A/GvKL3jPYfEYmMglbIsKMsDcYw8pp+PuP/QqT3goTJrWp9K8dIs4IgiAcYCKRJSEJVQMFVs4OUBrVZEZWeagww5S/kPg2ndYBWSMEQRAeMG1EBtdYAoxqFiqie4CD1oCaJCglrUGtj30yE/DJzLe4U+nnct/Dsp0gbIkIM8Ke4YCUCvGxGGXW1eQoMAuCIAg9iHMb4gyAUphCAbIZqseGWTpjKI84zozMcy57l0lvCY2WCX2CIAg9glbJ1TK9SNKGcvzvvrKgqI8SR6YzCe0RYUa4r0TiTLukW5JxQRCEHiBKPJVCeT7u1BTlI3lmH08x8ulbnBuY4cdGv8qTqWUyyqCp+8tYXL13322sB71S/i4IgtAzKNUQGgAbJh5iGhuxUQw/qGbtu7L2KFX34km+VIIAiDAj7AXaoDwPdF0xN6pZGZbkWhAE4RCgFCqVQqfTBANZSqMelRHHE8M3eSR3i1PeEqNmwxSy3u66/V1VaX8VBEHYn4RtikMOquC+VXWMINwLIswIu4rOZNBHJrADfdQGa4zpIgXl0AnTNQ5qUBYEQRBiRG1LLeXZZqAfe/oY1cE0t17IUL1Q4uzkDJ8ZfI0pb4lR07x7Ghkqtra7Jq0RvVwWLwiCsO9xDtoI6cpBzRrKzgc2x/D4aOnDgEWBbZglSxuT0AERZoTdxfcJR/upDKfx8gGD2pLTJjH4HlQTMEEQBKFBvJy9pUZbZbOUjvZRGjVULxb5sUe+ycXsLT6SXiCv04nrglGtw0ebEUFGEARhn9BBZKg5TdUlR/PD6DWpnBNRRtgSEWaE3acReJRy+Erht0mzo6RcKmcEQRAOKI1dU5VKYUYnIOXjUj4u7VE8kmfuMY/KkOOhyRmeyF3jqLeA32Ws71QyLuuGIAjC/sQp8JQlpepifWss16gDK850WnNkXRLuFRFmhD1DaUdBp0grn9DZTYE5nmBbXEdTYEEQBGGf4hw6m6FybpLKkE+lXxMUFMVJx8Rztzk3MMOPjr7It2dWMErhNYx+t0pwLQ7rwkTDSFkrBEEQ9gkJ7axpUyOjAgBqhFjn1mP5VoNADiKhs9RoVI26zWuUUwqllFTNCB0RYUbYVZTnUR7JUBrz6MuuPOjTOXCklCXVV6UykCLoM6SVOqB7CoIg9BzaoDPpuqmvMaAbybh1qKFBSuMpSsOK6qCi2u8IxmqcG5jh4b5pJs0yOZ3e/kceEg8CQRCEA43S6GwalU5T69P0mSo5XcG0CeG9JMpsxaBXZO1YhoELD8HdOcK5+Qd9SsI+RYQZYXc5MsaVH9KcOnebnzr6DTR6y4kZW3kKHBZCZxnWmv/o0S/yjWMneSl1kcJ/SEG5/KBPTRCEXmSrcactu6BmbITamSPYjCHIe4RpBa5u9Fga1sw9HzA8tswTwzM82X+DIW+NJ9LXKegqU2Z7EvNBXhcCF6JRh+rGQxCEw43SCvfoWRbO9zH/qOKF/nd5xF8jp1J4Bzaad09kXr/+5xg/PvQ1bv9nA7y9MI77uYcZ+FdffQBnKBwERJgRdhXbl+bUuWl+5vRvc86fA7IP+pQOFGnl8b3513k2d4k/O3EOfPkVFQRh71CNqpduPHVVNkN5PE2Q01QGFGG2LszgoDLiePTMTT4+8j4v9L3DxzL1xDRwAKlDU/kSeQxY3CG4FREEQWigNOXRDCsnNMFkhVP+LKOm70Gf1X2lnRj/aCrLvzjxBa5NrfK9J/9LBu7zeQkHB7nrE3YVZxRD6SInvQUKeiMR36pqRqjjK0NBV4EipGxjR1t6UgVB2BucdR1VGWUMZmIc19/H8oVh7nybppYP8YcqZLLV9ePGs2W+d/x1LqRvMWWKhC4HbLQi9Wr8j0+Jir5jqwgVOo11jcf04RCoBEE4RLjGOqLAGVDGoZVF5q62oVNen+DXIxweRJgRdhVnNFPZZR7yN3sJiDjTmah0f8ykKegaOhWCMfVWA5fQZhChYom+BHJBELYiHjOSWpjih3oetaMjrJ3IMfOk5nu+4yXO5+7wfO49jnsBUUT3lSajPDQaTW799d3G/IM4zSJu9qjR6wJX0ndYF2ZAxHZBEHoOZx0osF59+Ee3HMTYfy84RaOF2G5eByL/NsDVavf93IQHjwgzwq6jlcVXpqmkO0K0863RaHxM072TIAjCrtNBHFCeh873obJZ1qayrBwzVMdqnMnOcCY9zYSpMqSzbb1Uwm56o2JY3IFsd9JoLJ2/q69qZEwNfIvNZzAD/dhSGVep3KezFARBeHDIxuwGzoDOZnC1Gq5aTVyHnRXh/rAiwoxwX5HgvDW+MvUbFOUgDLfc0cY52YEVBKF7tooVSqEHB6idO0Z1KMWN79BceOIK3zd4gx8qvMaw1uR0OnGMdcR24vxB8WUJXFQdUxejNgyKTcdd33FvhbP5GS6PDLN0boBC6jT+1RlqN27ev5MXBEHYaxwoC84qAmeaYma7/P8w3RNooJZ3qBNT6JUi4Z3p5soY57qrlImM+11C1Y1woBFhRtgdGkHCaYVWEiTulW0vVBKYBUHYDRqlesr3qQ6mKI14+JNrfHr8TS6kb3PMS5NW/gM+yQdDVBmTNC+qXcw2SpNRAUN+kUKmQrFfkRpO4U2n9vRcBUEQ7jsKnN5eK9NhwgA25bD5DLrWsCu4l5alrawOhAOHCDPCruCdOkHx4TEWzqc4kZ4HYolqS0m7jBJNpus+W6mOEQRhj7Fjg0x/xKc8WeNTpz7g+dx7jOgKepcn7UVx7yC0McVHviaZ/rYSHXPSW4W+dwmOGP7PZ4dZPeFzfG0Y7/3Le3vCgiAI9wOlUL7HyjGP1JMLPDF6lzFTWl8vjNKEzm5qcT1s9wG+UmSOr3Dn2wYoXM9RmJkjbG1navUxSMr3nYMtWmiFg4kIM8KuUD02zN1nUhRP1DiWmmt6Lh54Axc2dh2T9hwPN5EXT9vrosQ8UhCEPSQWY4KRHKmnFvj2qSv8qZGv8eG0D2y/UqaT4NyNuLGfiM6x9eaiXYl+FNOPeVmOeQGD+iVuPT7IWwsTrL05LiNTBUHoCZQxKM+jeETx5x/6OmdSM4zpzRuwcc/JqL0JDkb83w0yyvD0kZt86aksYSpF/1cysLy6UfUStSg10aZdSe4BepLD8Zsg7DnOKKwPGEdKtS+r06j69IoWtmsUeSiRICwIwh6j83nM+BjVfo98psKgXyKjggd9WvuKbm8ioiqg+rqn8JVFK4tWDifu7oIg9AiRWW2Ychz355n0FvEbVTIR8bgZr5A8LKJMhFa23uq1nSVA1otDg1TMCLuCMwqbdqiUxVf1fsnQ2fVJG1Hg3TBL3MxB2z3dbToZaa4j4owgCLtFfHeuYTKuJseoHB9i+YTHw/kljqUWKOgqtLQwJcXrpN3P1lieJMIfxHjfzTknrXc1awidQkksFwShV7AhhCFhzvGduRvklY+f4EXWVZ7b4xjl6sM9FLjQNg/4cK65egZAaZRWdfFrq2EgwoHn4GVDwr7Eqfr/SDD+jZcuCoIgCPsX15ehPOIRFGDAL1MwJXy1OxWNvSLK7ITQWQKnqViPas1jly6pIAjCvsEZx4BOkdOpA+Ebtq9I8pYRAf/QIRUzwq4QCcB1daaOaYxy6zbxPiwJejdIa5cgCHtOi4Gg8nzmnxjg7ndUmZiY44+OfJNz/hxjerMXwHbj9VYVkb3sNbBkSyzZkLerx3ljZpLFmTzH1yTGC4LQQ+iocrJeDdKLsXzPSahixYa46N4qEm9EsOlZRJgRdo+EONEuAZeA3SXdXicxAxYEYSfE4oYymtVjih964lUeyd3i+fQ8Q6aP0FlqhE1TibZDJLpEra1Jz29pfn6AKdqQmTDF9WCYpcUc3ryPVxLfHkEQeoT1tpsHexoHnkbbErQMtI3WafGa6XlEmBF2DacB5QhdZzEhSZQRoaYN3VbOiCgjCMI94jrEkUiU2UllSzQqtVNpey+Xvd8KU3yzfIqvzJ8h816G3G1HenpNhp0KgnAoaN2Q7eUKyR3TqGB1Vq7JYUaEGWFXcEbhNHWncepjseOmv4IgCMIBoKHN2Na2VOrJdMXVzd3TeJvie6d4n5SUd/va/cJObiZCZ3mjMsVvzzzKy++f5PzvrKDfv4EtFvfqNAVBEB4YpqWqY70iMibO1AgJncPHiCFwnLj5b7vnhZ5GhBlhVwhTmlp/SF9fVUarCoIg9ABhG+P21sRb6EzgPIq1FFQ1erVMuLDwoE9JEARhV1DpNGZqEjvQBwXJ/zuh0Qz4JbL5CrVMBpVOoTwPF4YiugiACDPCLrF02uOnPvZ5Hsve4Kn0Ir7qe9CndKA5CLvHgiD0IDHNxdJcgm6UJt1IG+4lRh1U899uz22zUbJFq/VSpD05N0EQhPuOUqhzp3nzpwucP3eL//rI54DN60ZrTYyHwTuEBsFp5fFTw1/i44V3+W/5AYITo/hKYReXsGvFun2BCDSHGhFmhHtHKaoD8OeGvs4JLw+IKCMIgnBQMR3cT7bbxnMvrz+ItDMyXhdmBEEQeojaUJYfevZl/t6RbzTin97UutRKr68D7TBK81Q6zVPpZX5hfJrZgdN4izlUsQhrCS9Iqk4V4aanEWFGaGarUWwy/UcQBKF3cRC4uqRwr6nzdpPvXkjWjdKbTNtDp6mJoaMgCL1Iyz1BZOTeC/F8z4l0F+s2D/uIizJy33VoEGFGaGY9kCaU0ynVeD7puc1JfHy3VAK0IAjCPiRBjLdOE7JRhn4/YnkvrRGt3yVE45yijWVPZ5I2SyRhFwRht+gUY7qML5FZfC/F8fuCorHhLS1MQh0RZoRmnI2JM13QEGtiAzwSy9eTnpMALgiCcDCwuJ4eab2XdGoN6xqpVhUEYS/ZZoxRnodKpailDL7qMElIEISuEWFGaKbTqLboOaVA10vdle+hPA/0hlGkxWGxeJj13dbAhdQ7T7Uk94IgCPuFKBFXCmVkbOleYJTFaFvfHdWN9S+qQN1qpzT+8/E8nHVg5SZIEIR7ICn+RLl9l9UbulCA0SHKoz55r7LHJ9xbhM7Wq4wc7a91awWT0qjG+iFTnHoXKVkQdowyBp1Oo7IZrOfYaILavDuY9Fic0Nl1AadTxY0gCIKw+yhjGslf8vMiqN8bTea/623BbK9CFdYTc0EQhHsmKf50G5NSPjafJcgqqZjZBtE9jlYOZxTO091fc6U3/if0JFIxc5jpdseuFecAi+4fYOF7Hmb5lGbg6Rn6lG4YH24cGgUgLzafYlP/faPK5usVxWdXHmfAK/Ijhdc55uXv5dv1PtvsARYEQdiEUqhUCjM0iMvnCPKOfq9En65gWkwcIwE9/pjQnmhtC13LtWqsoSQYBa/TGt+dq++SJh0na4AgCNshikGbHm881kV+aU9MMP1cgdWTjhOp2fXHWzdX260VYYepTb1M9J2fH7rE3//us2RvD3P8dw18c6F+QNK1b/y81hsanJV7gB5FhJnDTKMszlndvn2pHc6hcjmmn3d84tlv8R2Db5HXaaA5iY/GhvqqfYl81Pr0Yukcv/zB0wz3FfnouQ84doj/da4vbIdw0RIE4T4RlUenUrjhAWoDWcKcY8ArkdMVdMKozqRR0EIyFlevAo0XJ9sukuikEamQbMgf/VeSc0EQtkNrzGhnMN7mseJUlsUnavRPrnCqIczE8/6N990swEQ57mEVZwA+0fc273/bOC/NHKP45jDZb9I+9kOz1US86nK792/CvuYQ3/oK6+y0dUgrnHFkTUBKhY12pc3peqcS+MCFXKuVmLNp3i9OUCqmWDEh1UOc9ksrlyAI9wXnQIHKZVk5P0RpVGMm1ziWmmfSW1qvmEniMCfU0N331yiMUhvmv2rzDugmWhPzTqKLc50TeUEQhO2yVUxpxD1nFPghKa+zMNApTh7mNaSgAx7O3WG2v4+bqZGdvYncL/QcIswcZmy4899pbUBr0I6UrqFV3R9Go9erY4zSW8orq7bCr648yctLJ/jW3SNwN81STbNiM0B5hyd3sEhqDagRglMbQVebenVT3PArbtgWIbumgiBsBxvixoa58RnLo+eu8ZcmXuUzuev4SpNVKWBjF1Sj1uN71NZ0mBPrOEkTB6PWXl/V8FSL+S9sCCsNM/31eB+P49qgjGpv9igxXxCEbunU/tIwgHfWJd/wN16jjAJjCH2FTodk/QCDJXCb14hWpBV2g5Neij/d/waT3hJ/J/9w/cGW2N9E3Hai06AW4UAjwoywczoYRXZLgONqaZTLy8OUSqn67q05PApw68IVOsuCLVF0jrCqJekWBGHPcb6hb6TIR4cv82j6BkMmt/5cYml6jMMqziR953YjxY1y6EiYUaq5CqZRtbSOxHxBEPaapEq8RkyrbwLSVrzBGJTnYT1IpWvk/ComYY04jOvCdkgrnxFtGPOWcd00Cagd2E4IBw4RZoTNdNOv7ixY22T06yvT5CUT32VNCtChs8yEmt99/wLmrT7sQ2U+88LLnMzO8nhqFuh989/W6zJnS/y1az/AS9ePMfByGldujCB0dvNCKcZfgiDsIevTI1pMgFv/LGx4pSXViRosGVNDpUOC4RypiXHs8gq2WNy6bcBZycUFQdgdOuWLzjY8JxMGgkR+ZMag+/tRuQwrJzR/5vzXeSR7kzN+GU12y3Uh7kEZ//uhJ+nHYkOpiD+EiDAjNNNtv7pzjf81EnYcumX6epSokpiq1lmxKdz1HCNvhNw8rfjvJz/HqOnjMIgyScyFiq+9e5qBl9IMvVvF1Wr1JyQgC4Kwx+g2lTGSPHdH6BxauU3rna9C0qaG8Sy1vI/fn0cFAZRK9QOSWpgi2hn+ypogCMJusR5XOogyWqF8D9WXxeZzlMcsf27wmxzx8kDfjj72sFZcdo3E+UOHCDNCMp2SP23qfajpFDofcDYzw5i3vKmEu/737gKuktjThHJyTQRBuE80wrS9197UQ0zkrdC6DhqlOe7P8UzhGjNTeS4/c5rc1DjDr+cwQQ1Xq2HLle5NHCNfGpnEJAjCTkiKHR0raRqjmq1G2caYZrNzK4OoWqZd66cgHGZEmDnMROPWWg2l4s8p6uV0scd0ykdl0thChrHhFb6z723GjMWoZsU8yfy31SBRqyAqujn01Fu/FF1fEEnKBUG4F9bjvMI5R+BM02hno7RMiYsRNHqKktpz4+tda5n+0ynNI/47fCT3Pv/4B7+D95bGuJs9wpH5EfRqEVet4mpt4nncGFhiviAI90I0SMK6jdw+idbN2YbZrAsNzmicp3E7KHQJpC9z032QwSWLXEkdDDL0o+eR+jFhZ5j6VKaUCRnQIel7KUVUDmtk6mcTEmcFQbiPOKcIEzJtKTO/d3xlyOsMk6bC44UbXBy6Q3kUahMDuOGB+noqCIKwz1G+R22sn+KxPlyhhtlG4t4q8ku1TB1f1QgKCu/oFGZwQG6GDjlSMXPYad2Fi1fRRMZT8SBhQ8Cv77AaRc6vMqxTGKUa47KTjX4joh1Yi6NiqwTOw2Yc1YLGS9cwhzhQG6XrHg+OdWFGKYVrLTsVjwFBEHaDaORm6HBOY53COg20r5JpTa4Pk3DTOiocSDS4j/7cWmEzqlN8T9+bPJO9wqVvH+W9I0fofzvH0Z+bI6xUkj802tWOxmZHo2wl/guCsF1siHMtOWVSVV6biUx6bIR3/lSGj37oXf7s8FsM6BTQ2cw3Ptlvq3uEw0Dr958yRbzvnOWdoycYfQWGfvW1ujH8lu1lQi8iwsxhJjHw6s3HtAgBzjmU0jitSJuQnE6tB17LZuPDVozSWBcSEBKSwnmOMA3Gk5J5QRCE+43qMsmLixFQT7IPs3ljdB3arXt2XeCqtznldIqHfMOUK/FHj7zCH6SLfLN0DpVOb7yoU4m60iht27c9CYIgbEVLXFG6HnOcbYjyHdYDl8tw7tGb/Pzp32884nf8qI17A4tGH9q1ohMFrfj+E2/wYv4kVxZPMezJrflhRn76QksimDAdIi7ORNgQVbNUQ0PFBWj0tsoSNYqM8jhqVnnusQ/41sgU33PmLdLqcP+T7Np8U9RyQRDuEZVOo3M5goE0Kb9MzlTxVY3QJe98RhWP8Vh/mBPtrda8aFJh/DiNwseQUQEZE+BSDpfPoQsFXKm0MYmvFRmbLQjCbqMaVXjQdSVeUp7azo/MRBX427xHOExEnQI28pc0RszdDzGH+y5YWEc1etzbJ4WxAGEdhCHKOiqhR9EGpJVHrlHS2A11wyvNKc/wz0/9JuWTITnlb+s9eo3QWcJuFi4J1oIg7AI6l4PRISqDPrn0MnlTxlchdKh7PMxCTKdy/SR8ZTZVFNXXPkVGB2RNgEtZwqEcXnEAG4ad1+BWZUYMIAVB2AmbLAq6wLl6/t+GVnEmintJxujx5wUIna63mCnAaJTn42pBstkvSLzvYUSYEdZxHQJuy4G40KKCkLVqijshjJiAHNsXVYzS5FWG/LZf2ZtYp1BlQ3rZYoo1nARfQRD2ipFBiudGWDnmcbpvmTFvhT5Vo5MwI2yPpJsPjWbQrDGVXiIzWGblZB99aUMqCOreAt2SVM0qCIKwy5j+fpgco3R6iLH0pfbHySS/HZHRAWmvhjOgPA9lNK6NRi/0NiLMCOBc+126pMPDELdWxKyVmZ0d4t+tPs4z2St8e6a6bo4obB+jNGXnkbtuGH7xLmp5lVogkVkQhL1h4bkJln9khdMj8/zHRz/H46ll8srfJCaEzlIjRKObDHDhcO167tZ39ZXhI+k5LvizDD+yxj/5U89z+06Bs794FHNnuvngrczeRbwXBGG7bDNuBE+e5dIPp1GTZf7i2Csdj91qAIiwQbSOjnorHMst8mZfvbVVBQEqtLigWj+wXeWM0HOIMCNsn0ZJtQpquJLHzcoQZ1IzQPVBn9mBJnAhay6FvwJMz2CrgUzfEARhzygPa7771Ds8nrvBI/4S4ya5djEyuU3iMJv/3gujpo8hbXk+9x7vHRvnpcxxqv2jZNu9QDwHBEF4QFQHffJnlnh07A6n/BlAYv5uoZUipysUvDLOd5DyUb4PWkSYw4gIM4KwD/h6JeCfzXw7r84epW86xAU1XBgmj8mOkCRdEIR7wdXbJ0M2V8jExRaNQre0N4kYs3v4KsTTlmpGYwYHcOUKtlJpbIJInBcE4cGjlUMrh+kg1AvdEa84zeDxVOYGR/0F/u2RJyieHCCTS6HLZcJKpf4C8RM7NIgwIwj7gJdKp/jdVx4jfcfjxK1ivbUsjBmyRUE5fjMkIzoEQbhHrNMb0yDYSBjj4oyIMHuHoX6z45uQYkahCoX6VI5qIDFeEIR9g1IiCOwGrR48aeXzRMondAFnx2eZOXISZ3Lkb2SApXr+H63B3Ro1CwcWybYEYR+wYjOYZYO/otCVGli32Yy5SZQRczVBEO6BNr3qIsLcP4zSFHTA2cxdzvXPsHJasfzcUezpqfVJiYIgCA8EpTD9/XiTE5SGDccGljjXd5eCFtuCvcLTljAFNqUSquQl7z8MSMWMIOwDblaG6Luhyd+y6KUiYRhuDsLR36WMURCEPaadQBM0qjjE6H13OOal+WOFd/l47n0qf8TjtWenWPyDUY69k94wfkxCWlsFQdgNkgzGlUKlUrgzxyge7WPxIvxXU1/kydQdJsz2J7AKG0STq+JrbOgsFkfOqxIUFNWihpRff7Lh69lEVEUjPpQ9hwgzgrAPMFicBhfFaVHGBUF4QLQTZWQM6u6TVj7jxietSjzTfxVPh3x+YARltqhcklHZgiDsIUopaoU0pWGPoD/kuDfPhEmRVnLreK8krbEWS5+pUuuDIEe9pVU4dMhvlyDsA/7Y0De4+ccHeePuJKmVUdLvX24+ID4qT7cEa1HMBUHYCQo8HeKr7vvWNSIG7AXWOazTVK0Hjvpu6FaTmCTuC4KwUzoZyjoHvs/iuQxzz1iOn51hzFRJqxwg0/h2i/hmh4fhT499Be8zIV+6cYbq64PoS40nW9cC5wDJ/XsR+a0ShH3AxzKanz31e/ydx3+Z1ckOeqnSKGM2/ifj9ARB2AnOgapPBPJVDbNF9UU8gZSEfG8InCGwDeFdqw1xRhAEYTeJWmGUbntzr5Ri7YjixMPTfNv4ZQpKb2q/EXYH07i235UN+cfHvsJfufCHVEZaWsakffVQINmVIOwTNIo+XaE8pjAXz+EdmWyujlnvA7Yb/xMEQdgu2qD81EbrZBdEiaOIMnuDVgqtLL5uVC9Z1z7GqwRjSEEQhO0Q5ZHt4okxBP2O50av8mj2xqYWJlkLdo9Wkcsgsf+wIq1MgrBPMEozqEusnQ64+7FRBj8o4C8sYit2YyKTs7harK2pw26HIAjCJpRCp/y6saMBnTACVapjHgwZFeApC4qOLarRxCYXhhL/BUHonqT2JV2vvt4UTzwPe7TMz4x9kYwy5HQG2DCvFe6N1msY/b3tmqv0epW8xP7eRYQZQdhH+MqSGqxQPOKTWfDx9VYGkLI4CoLQPcoY9MQYLp+j2g8FUyajg/Xnk5JFEWf2HtOtd4/slgqCsIeodBozOkI4PkQ+X2ZIZzetAbIm3Eck5h8qRJgRhAdMXCWfMob/9qnf5I2Hj/LL+Y/R/7k0FIubR+VBsyGwjM0TBKELzOgIV/70cUoXy3z47Nv8YP8rDOoaeZUicCEatZ50d9oVjcZmx48Xdk6II3AeFWvq5r+txOK8CxvrgcR7QRC2QzTNLR47bIhzscceeYh3fqKAnirx0+c+L/F9j+h0XUM0TjeGfUS5vWv8nEBifw8jwowgPEBab3zyOsOPF+YI8zP80vFnYKuRqbBe3uisThZwBEEQIrIZShfL/LUPfY6nMte46PtoUthENaAzFgtoZKjnzmitRgpRWKdJ6C7bQGmwsTi/1eQmQRCEOEnxIvZYdSzLY89e5o9OvMzz2ctA3/07N6GJTbm9xPqeR4QZQXiA7KhXd9PYPNsI3NLWJAjC9jGqOX50iknx5zRaxmfvIgaHr8O6KXPruOxoPGqcqIpGxqYKgrAd1mMH60Kvd3QKOzbI0mmf5/qnOZO6y2Bsb3BLDxRhV1HO4TqZwAs9iQgzgvCAaW0b6Dj5ZH3EIRu7po0SR0EQhO0SCSvxOBRVz7S2KYXOUqORxGMkQd9FDApf1ciaoC7MROOy47G9VXyRaklBEHaC0ijfA+twrj5gIjg1zvwjWRbPOz6Wf5cnUyVyKrP+kmhdkArJvcdg6y2ttiWuJ5k3Cz2FZFWCcFBoCsiioAuCcO/spIVJ2B1aha1hb5WJ1DLBcEjtwgnM+TPoPmkjEARhD7DNsb88mmLlJKjJMiNmFR8jFZH3mYoLmA3XmK0VUKK1H0qkYkYQ9gmtO9ObWC9pl2gtCMLeYFR7z5j6cxvtl61mwcLOCJ0lrXw+mb3Fc+mb8G3wC8MfIrg5wrmfS8FLbybvjtpQNHpBELaPDeuVMgDOoVIedz9k+Gt/7N9xKjXDI36ZtMpsiu0i1Owt7wc1vlQ6xxdmHsKUwwTrAtlI6XVEmBHuDeXqJXeCIAjCocAovT6VSdgdNIpx0wcGvqfwLYrnUnwu9zDVoQLpdBpXq+FqtQd9moIg9AqNm3zleeh0mspYyF8cuERa+UBu0+EiyuwN8Y3YOZvlneIkd1fzjNREhDmMiDAjbI1qGc+mDTrl4/I5cqNFvnvgDU56C2gy7d+jA5GnQS/svO6WOVpXr2/9uQiCIHQxpUd1HPuTHMdaJwhJkr57tMb7Y16J7yq8QeFEmX/+Q5+g7+lnGP9mBe/zr2z2HEhip5OaZE0RhEOFmRhn8TvOsDapOXPuBrqDw8VBz8/3I5Fv2/tBjZmwj//l2h/hgy+eJDetSN28Q9gpFstEvp5EhBlhS5SpF7a7MKyXPBqDymYJ+1KcHJ7ju7MljNqsrneLxfXM2NV1v4aWm5iI7Qg3CjZc8xMPiJ6TiRyC0PN0c9McHdNFwmZwaLW52jFu/mtij0X/jWJXNFFOkvXd54jJcSRb4fHUN0h/R8Cbq1N8wz3O0S8Y3FbCzDb+DWx+beNnKdVQgrC/2S0RdXSI25+0PHTuJj9+9GsiuD8Ayq7GG9VJ3iod5e3Xj3PhF+ZQ80uEC4vtX3QvcV7Y14gwI2yJazEIQyvwPJyn8XTnxHw7iXsvLAga1dZMs9ux2NGNkXOqs8lvw0lfgrIgCEA9FqjkOOpNTlB96AgLxzKMj84w4S/Sryq0SwNa43FU1RhHRJndoVWwj/6b04YzqRnIw+cfukjx+55C1air9g50YDFViz9fwr19CVep7Pwk2vy7EQThAbMHlWxmdAQmRll5eJD8xAqPDt5myluQmH4feaNa4leWPsR0tZ+XZo4xv5wjf8WgVoq4chnCNgK5xOqeRoSZw4w29VGbjUqYtrTs0CnPQ+Uy2LTB62AbHriQwIUYVKNntVmciBYAXxnAEDq7a61A94OoBFGjG98h2Tgz6TsnPR89V3JVyi7Ehm2Cb3yRlp1NQTgcbBqVrFDG1IXzpCqKlmR+9dmTzP65Nc6N3uanpr7Es+k7FLRZj13xOBU9Juw98RHkuOY1Iq/SfCo3TSV7myc/dY1XXziBdRpfhQTO8OryMa6tDHHt5QnO/f0RajdvJf472aiEiVVXJiX33bRJCYLwYIhXR9yjSFN54hQ3P5GmciTgZ87/AZ/Jv8OANkAWaN/OutPHdnp8L/MPZz7Jl/7Fh+ibDum/U2F4sYRamiOcnmncl7VszDZieVf3bcKBRYQZoVF10X1CplIp7GCear9HxuyeGWFUGn9Q2I0xs5F4ZbEUbUjVOeatR9FmcCUjgVcQhGQaSazSqjl/a1M1Uy1oPjR1nY8MXOa8f5dhndokwFhcW1GmFyoa9yuRj4DXcomN0gyo+o3SJ7JFPpJ5HQAfQ0DIF7PXebVwkn96dxA70o8pl+sjcJ3FVQNsqXRfv4cgCHvMbrSuKEVQMFQmavSPr3IhfZujJrcrwkjcM1LozJ1ygYErAbkrS3BrmnBxafNBLRssSst17XVEmDnMOLuhx2jTvJsGbReA0ofPcu0nQo6MzfKTE19u266kUaRV8z+xrQL/QVLMNSrRFaf1ekR/Dp1dn2Tiq3qF0LVaieu1fn53+TF++a1nqK34pKc9/GXFybcC3Fpx8wdHN1668dmyyykIvU9rObsN6+2OsBELohielLgrSOuQPl0hpSy+Mk3JcyQ0d2o/PUjx+aBglCbdSMU6XV8PQ07phh8b4AwX/FnGCivYpxQ/+19/mOraGVTJoCqK0VcUw//mNWyx2Lzz2vrvKC7iifmvIOw/Wn9Xk3Lz1sq4+Otix+hsFuV5FMcMU6emuTB4l2FTxOI3eSPG89aIpPiU9FjkGWld2NVQj8O4rkTX1WmF0xqVdA1aN1icq1fKxJ+XWN1ziDBzmIkF+7oKazbGcXZYAJZP+fyrj/1jPpqJSuA3+6cYpXs+2LYr07S4RPNfi6u3dqn6tbY4boZ53q4c4bO3zjPw+1lyd0MKr9ygdvV64zVtcA5lVOOPEpwF4VAS7aJFsaCDRusU+DrEVyFp1dyu1KlS8SBVMR5UulkrN9pkDRUXYJTihJflBPDY8Gv8hW/7BkUHr1SmuBUM8ff09zLym2lYW9t4k6abt6h9qr0vkSAI+wylG/6CLXlfo8UFwFmd7E+oNCqdRqVTVAcUHx25ycW+WxRUDfDbfuR2KmAigX9dQEa3HYZxWGlaUxVgthF/uxHphAONCDMCkGDw25qsRUp7Ok0toxrTPJqrRSTwNq5BbILJ+mPQ2DlQ6+MIKy7gn05/B194+xzp6ykmb9ZILVRxxfLmN07Yydz0MxME4XChokS8u1igcZhYytz8XP29knr/Wx+PPy9xf+fs9PpFa8jGz0yR0wbjLMf9OTK6Sv7UErPff57cTI2+l65RuzPdWD9EaBOEA0u7ahhn64JM/Jg40Qas0eD71DJwPneHs6m7FLRqW9kSz2m7oR6TdNPfZY1oZpNtw70IKyLK9BwizAjtTWRb1Hg9PIQdLBAUIEWz+HAvbJX8HzSioFtxtXp1jNuoIDKxBWvR1vjq5x/lkX90A6oBrlTChTbZFyDJ8EtamATh8NDG/BdINgJsbW+CpvHY3cTdaPczabc0aYS20D2Rt5h1m3194iPLkzx/Wh8zaNLKJ3SWvF8j8Bf4Hx/9dX5t8kN87cZJji4fQd+Zrh/cLpGXBF8Q9jedfke3GgahNBiDSqdxmRTBgOMz+Tc4YlKkVbZjDG9ta4qvC+1sDOKvS3qvw45RGq0cbFcrT1jXhd5ChBmhK5RWuEwKm09hU64eULbgWm2V67UcGVVjzFTxgQGdIqdTe3/C+5y6cAP+iqJ27QZA801WO7Zp1CwIQm/jbBtPGeHQEfnV+BhOeAs8WbjOtcEhbHoMuR0ShMON8jzs2CDV4Sy1gRoDWu16Pi7Cy9ZEQz/KoY8KHcpuoczI+n6oEGFGaKbdCG2lqY31s3oiS3XY4tN+5B3URz7/qTd/kpXfm6Q86ph85g5nB2b5ibEv813ZZGHhIAf01raluKGjxTWZoAUuZNVWmLNpVMj6dW4SZFrNmCOjT6VRntd+RK4gCIeDViPAVlrig3JQClOUnU/ouou3SdUah3W06W5TN4BP9haI/GTihvHdtgRYHBZLWoWMeSsU/ApLntrai2CrCixBEPYvcf+oiJYcUo8O8/ZP9fP405f5mbHXKXQhyiRV7yXP7dv6PeKVl4d1/Qid5a0g4L3qOB/MjnB0qYpaKWIrlfoBcQuJpBgseX/PI8KM0ITSjeCuWsoitSLMeVQGFS5bw7SpmIkCeOAst98f4+Kv3aL48BhXhsZYmszwwsAYZO+sH98rSX70veMLVvSdai5oPFJPti2WNWcp2jQqLpRHQXhdHGv5EOfqRmFKo7TdTtuvIAi9SLc3z41kr+Y0VSfL/n6hm2klretHN4TOYZSjT1fIeAGL0bpOh/J3pWM3dpL8C8JBJD5OuTWHdLkMDz1+g3977ncaj2wY/rZrbY2GViSJ9NshmtQEya2xhwWL406twDvlI5TW0uhSBVeutExbajFoFw4VkqEJTdRNJMNNZl8qlWLxoRTzz9Z4+NQdcsolegtYLNNhhZkwhVnTuLUiphICXmL700EXZCI6LTReYwJTdMyNWoV/sfBtvLk8SWY2IUmOm7glTMvouEsuCILQQKXTBB97jKUzKeaftPzZ/ktcSN+ioHeeGCeJ0MK90WmDonX92AqNwleGgqpy3JvnwwNX+IffcZ7+4x9m5PUi6quvJ++6OrtxHyDVMoKw/9hqnH30O7x+Y9/59zged1pjT2ulzL2KKV6HFaNXNmi7wWJ5pzLF1xdOoeZT6LUlXLkM8by+211XmcjUk4gwIzTTpkxOpVMsPOL4T5//Xc6l7zCoN//TMUpTslUuBf1cCUbxVxR2cQlTmgQ8VEOY6TWzX+j8PeJl6aGzvFEd51+/8SzcynDiZrD5BfHJGZ1KUwVBOHxsVeocQ+f7uP6pFB/9jjd4qnCDH8q/w4Cumz3GaWfi3ivxeT+zlYH+xpjsza9rZ65pgFGTJaerDBZeg8/AO8UJvvRvnubYiwYXX+fj/56kTF4Q9i/rv++xPDBJrOmi0iIuvLTGl2h4BUBaeYmiTUSrMXArSaLPYSZwIa+tHuP1G1NkpjUsrWBXVhqtaFsIb3FUF1WQwoFEhBmha1zaciY9zZhZWR/X2UqIY82lWAmzdf8U6+r/a2CU9N9YNDbQeDVQYYcJGQnVMoIgCF2jFDbtOJFdYMpfIKM0vjKbEuVN4zuFfU/8Z9ZuMkpGeeRUyJS/QDnj8wUfSKqW2uZIXEEQHgDObt6s6wJdKKAmRimdGGAiM9fVa8w28s/AhcyGJcoOfAUppUgrTU6lpLIygZVamrDo4ZVpuj8SBBBhRojYSqlVGp0PeC49R1pp0iq9bmRrsWjqCX/FWe4Eg1yrDKMDwFmUA2Jve9DV8+2WXcZ3JhJpd+2Txh8qtdkYWBCE3qc1UY79/iuvvpQnmbbalONIapFhs4qvdNuS9G7j2b16DQjNdCuKxQ00k3awk8Q2HOS0YdissuxnsT4opXBSAi8IB4d4jujC5DywQyVl7cmzXPmBLOGRCn9u5DWgHh+ioRSt8SOKHet/btDOiHw2LPGLK49xvTzM0fQiU/4Ck94Sz6aLbdeLXqyc74bAWa6vDJK+7ZGed1CrVyYlxuOoKqbdz1kqHHsSEWaErjFeyIjOtg2i9VYdR9GmKYUppDimTlyUab0pcg0z323vVsrYbEE4vCQmcQmm7QAa+nSFlJJ4cVCJ38RY3Ja70NGNllEa4xQZHZBRVZx2oNvcBMmaIggHi3a/sy3Ca3UwRfrcMg+P3uVs6i7dmPB2275kcSxazVtrR7iyMsJqIU2QrUeoML3W9PrNnpTde2f1EsVKCn9V4Zds59w/fr06bMwIvYUIM0KdLn/JW/tJ60F1YxfWKEVaB6R1QFO8ddTHPfcA26mUgc2Ln69qeOkaYdrHeTFRpotxpoCUnAvCYaRDbGhn2h5Hq3plY1L8Oqy7l/uFbqYzAes/39YKm06v12gMdmOSoo2tNxHdrkGCINx/otb2pgqKhN/jNijnsFZhnSZwHmHDP2Y7mIQNxBcrjn+3/BSvLB7jvS+eIntX8f7pY2RPrnBhbJrnTlxnQJaTJsrOsnirnzPfrJCaLWJL5fYHx6+3xOVDgwgzwmbaKLPRw61u7a27dylVI61ruLjY6xTWKUKn25oW9hKt1yhORgWk0jXWMhZnaC5RbJcYb8PwUxCEQ0a7kmalcbFpeEm+AZtaLQ9BfD6oRD+Xdi0FbV+Hw1f1mzHnXLOHWXw96bQGCYLw4HAOtEFpVZ/aGcX8Lg1jrVXUnCZEtW2J3IrW479cPMcvv/M04fUc535lCffWBwx8+kmmnx3g5bMp5o6lObutT+h9AiB7w8P7/W9it7IkkDh8KBFhRthMG+PZrWJE6Cw+ijFvmZVUljBVH7Mdes03B4eNVk+aEV3koZFZ3geq+QLp7byZBGpBELrFWVQXlYq6kawLD47QWRZsiRXruB7mebsyRb8u8Z25G4ybvm29V9INl3UitglCT9BN1bRS6HwelU5RHjIcGVrmocIMg7rE5jlM3RPlsxbHbJCnupwms6JRlQAb1EjPVei7aVgspLkejHDOu0NO+6SVv+m9DmMbE9Dw3RSfSCEZEWaE7nGKoGEW1s7QK6d9nkzNctxb5H8b/Ax6aJBqzgMNOibOJFXNHMRy+nZGwJGxGkCNkNA5fAy+MjzsK/72yV/jnalx/tsv/SSF6EWinAuCsBN0LB5HcdTF4237eBrFLrH0vf/E14+Kq/HF8gTvlI/wa9efZOHlMYJBy//4qV/hxwtzTcdvtA532Vbb7Q2QrDOCsH+x4WZNps3vrDIGdfwIlckCCxcU/9Wp3+Op9F1GdeqeDdwrrkZAyLur42Sv+uTuOFSxDDbEe/0yk1fzpJdP8LsvPEpBl3gktcAxr1mYiceu7Q7U2C9ElYvbvZ7r3pIy6lpIQIQZoWus1azaCmnlkVOpxGM0mkHtYalhUw48gzO9qYpvNUkj2oUOWwJvTqe4mEqRUXcIky+jIAiC0MO0rh8Wy2KY4261wOxCgYFrUF41vF+e4G7uGjllSCt/W7vMobNUXI2ZcJhbwRCm2ptrsSAILShNmE9TGfYIBizn/FlOePldeeuAkIqzrFQz+CuQWnVQq4sU4fIyLC+TXpjiZnGQK4UxjntLu/K5B4HDYNUg7C0izBxmkkaxRY+3qri1GtzK8HfmPsJj2Rv8YN80OV1XFZrUbmfxlSGjQtAOjMHp5mSw1UB4fcf2gAazducdXY+08tZ7ersZiyoIgrCJTl4CNmz7vFMb/iKhc4RI4rgf2FQxiqPqPEo2hZ1PMfxGiVre52dHv52fP/YsP3r+Zf67sVfWj7e49eqopJ/nQljkVqh4sXyK/+GLP0j2aorxbwS4YPvGn4Ig7EOiHB425fEq5TP/SJ65pxxHzt2lT9sdiQZBbOqTrwwWx3RomQmzvH97jDMvlfDn1rCLzeJL+m6Jt79xknePjlN5wudi6iqQXB1zUNejdiL5Vtd5vXmg22qZdvdqQk8iwsxhRukNIzHXYiTWShiSnld89tZ5VifSfE/uJjlSydMhHPgo0OCMrpsANyKR6ZEZ2t0KLPE2gbjJ5mHtrRUEYY/okLAZ5TD0RuztZQJnCKzBW9H4790ipTWTfScpjvfxu/kL/D/HXsJX/vrN0rovUMuNQOgsK85ypTbKV5bPMvpln9Gvz6NnF6hFpqGS4AvCgUc1Nj5bp2Yr32P1mOLEo7f4ttHL5Bq5fTvRoF1Oa7EELmy06xgsdVHmejACM2n8198hXFzcFE/M4iqDb/VTXOjjtTPHYOjqPX/XB02r3cI9CUrb3KSt/5wNribCeq8jwoyQHCBadl9dGJKddUxfG+aNdIXy2BZtPPHXOyA2lakX6BSQpZRREIQHiRkbo/L4CVbGfPqnljjqLTCoKxglS/6BwTpcrUp2uoKpprjx3gj/xcTznMve5UcKbzBqsoleM0u2RNGG/PrKo/zslQ8zc3uAk7dr6JU1XKXa9RQXQRD2P862+T02huqA48OjV3k0d5NMwwelY4V3AtY5/EbICFzIrVqFv33tR3nrxiQD7yhctZp8XsUShZs1TOBxsziwvS+1D7lXD8zXqmX+1o3v4725Mfovd7h/ajOBdf3nLPG755Es7TBjQ5xraVuKjW5WxtSDgQ1xtRqD71VQYZr39SSLZzVHaG/gZRqTQJR1DQdysF1MBzmoJmAR0fl3EmeaxhRK4YwgCN2QlIi1JnGNv9fOTXHpJxRTU3f5j09+lUdSK6SVxsMc2Nja61jnsE5jnUJZwIbY5VX81y7hp3yO187w+7ee4zfO1Hj8u69zxNuc3Acu5GpNcac2xD96+wWGfj7PQ7NV/LdvEs7NA2ys661b7IIg7F9aq9mjsffxavf4TbvnwdES/8Xol8goQ15nml4er+DuZF4bVcoELqTiAl6qTHHzV05z4Teu41bXCIvFxLUpnJkj84U1cuOjXPqBEYKHw22blu8nOlW7dyPa/KuFj3L77zzE1KvTuPm3NnlPxlGeD87iwrD559y4L0NpXC0QcaZHEWFG6I4wxFutklnw8eY9vlY+RcVd57RvGdDZ9cNKrsqlAO7UCphVDdairAMU6hCPzIYNzxlBEIS9xKYNheE1Hhma5oQ/R06Ze57EIewtWilyukKfVyHMOBgeRGuDW1vDVSqk58rk7ngEecOX186R069jWkacl53HG5Uz3A36Kc70cfRWGW9uFbe6Vi+BjxJ7QRB6EmUMKpVC5bKk0wGjpm9X3nfJlnk/yPBa6TjZGUvt6vUdvc9BFGU60a2twUotQ+52idqlK3t7QsKBR4QZoa2vzLpa2/izuXyL/pk+Ukvj/J25H6E07vir3/s7/KfDl9Zf8wflQX76t/4shQ8MJ16rYOcWMKURUBpP2yaPmaQAfdCD9lbnv+n5w61VCYKwE9qVMzf+bn3NVP8yj+ZvMuUtkW1M0Tvo8bWXySiPj2YvczZ1l/c/NMYHP3mS3PQkR353Gvv+FbzrMwxXauRv5vjFhe/i5/LfhTPgdMzw0ypMGXQAxy6FeJduQ6mMq1TW/83E13VBEA4IW/3ONiom9cgwlceOU5zwOT50fVMVelxIaBXroyqaeFVI9LpfWH6Ev/vFT5Oe9jh1aRWnTXszWqXwJsZYe/o4xXGPs2NXDvzGQLvzv6c1Naltybl6NUz8mPhz1gFS7djLiDAjbNDG3b3+mKuXQs/Nk15e5djsBGun+/nG8ychJsxcqkww/lXFyBev45ZXCdeK6CAEfIx2aDGgFARB2DntDNpjWKMYThc57s9TUDWMymz5GuHBEN0oeRhOeiETZoVPj7/JP398gKWhfia+mgVnsQuLqFKJzN0sU7NDuJSH9TXO16wvq86hqyEqtJjZZWozc80TuxrHbGKr5wVBOBCoXJbVoymKk4pz2ZWuJ4LGW5uS2nZeWTnO0CsefXfqsSWMBoeQMNUVcPkcK8c8ShOKp3OLu/odHzT36jfTxPp9V0xsiVlKrP93XZyxzccIPYcIM4edeADosiTPVSro+RVyaZ+vvvIwP1hLc3ctz9xiHnsnw9nLpXrpdKVSf09bNwAOrcIiO7aCIAg7JuYlIxx84jvZvjJoNBfSt3nh6GVezUxx++OT9B//MH1XVuHdK0AJveiDMWijN1VPqVoI1uJW15qTeKVElBGEXqHl996bnMCNDLJ8fpC7H6tRmFjlE4PvNnsa0t7HManV3uJ4t1rkVljgtdkp+u5YsnfKuGKp2XS4paoDpbD9WZbOO/TRNZ7I30j8Cgd1UEY8Zse/Q9Lk1Y7fzznY7ma1rP89jwgzQp0ExbsdtlTC3ixhVlc5/tvnufGt0/RfrfHwazdx5TJ2eZUwZkylXL3EOrSaqvM6llYepCC9K+ct8VUQhO3SuqMWf6yBbvH0Oqhx9rBglMagQcFH0gucHPsc7wyO879+z6e5eXeQsc/2M/R6gC2VUaVy/UVh2H4qS2vlayfRJWnXVhCE/YlSzb+z2hAeG2PxQp75RxV/65O/wndmrzKgU5hGG2tEp9jf+lzNBXytfIovLZ1j7uoQF95dhLvz2OXljUq8NhUf1ZEsDz9zjR+ceJVP5N4Dck3vvS5iHFBxBjYqi0zs7xVXb0PSaIxS4Dauq1MK1SqQt4vLne7DREDvaUSYETbTMYHbCCquGpBaqNLnp8ncLRLOzuGCWtu+061CyUELzkbpro2/4hRtlcu1kLerU5jyHpyYIAiHgy0MxeOeXsLBIa08BnWVMbPMRG6Flf40YTpdf9JZCOs3QbvqFyPG9IJwoFDGoPpyqHSK1aM5lk9qgskKp/wZRk02cYJQnK0qVkLnKFuftVoKFSioBlCprMef5pNpFhycgrxfYdhbJdPj61D8OupGV4BpEVZSukatzyMzPISNOgo6Ea+MESHmUCHCjFCnk5FXG2y5gv/2dVJXMrjVVcJqFWB96kPzqDdwTmGw64JG0FDYW0stDxLRd4lU8m7G0b5c9fiZd3+M2zMDTF2RHUpBEHbAev+5ru9exh9XoFVUmUjjvwczxvY6obPUGmaO0fqRVh6jxhBQ5JnB6+S8gNcKQ/UXOFdfWyO2k7xHO9zxFqfWkbvdvpcgCPeX+M2+DdH5PsJHTlEZTnP9e+Gvf/zfcyo1yyN+GUhjcVgXdsyx24kz9YoWS+A8qtagaqBKFcJicSP+xMY4o+rVfuv3EUqhlSOlwpb33Gj16RVD4KilSaNIq43b6vh1PZpe4PMX0wz6Z+l7+y61y1frT+jGNbAJ9wKtcTheoZR0vNATiDAjNCf42ylltmHdEDiiqR1K13uYovdLyPNso7dSc7CDM9R3FgC8LlqT5sI8t6YH8W6nSS1V9/jMBEE4NGiD8j2cURglZusHhWj90GqjtN8AOaUY95dZSOew8Y6Ee/UZ2KLSShCEfUbr77tSkE5TGUlTHPMYOz7Lfzz4Ab4yhC6zLoB0Q1txBkfZeVSth6opXBAkV+k5h2rsAESGwE6Bpr4Gmbie1EN5fxLtBLCCLlMZgtKYR/Z6dvMB7TzA2rHd44UDgwgzQvcGVF0mguvj3DqW2Ot1seag7+QapfFji0xXXg5OyahsQRC6p7WaIR63lUIZg/3IY8w+mmXpHPxI4RpHvUVyYhS4r4mvH0mtB4EzBK7+vPK9+o2RDTuLM0lJ+/q/nw5TPSTRF4T9ScxXzDt2lOD4CMtTGW5+l6NwZJE/c/KlpvixVRsTdG7HN0pTsZZfvf4Ucy+PM/Qu9TamNgbiLgxBabzjU4Tjgyyd8flU4TZn/TkKsc/xGrGuG0Pig0J0HTtVJT2VucbJT17lyuwwXmmA/OuNJ+PXfyuxJb7mS6zuWUSYEeps9UseTwATHNib6LLErl35ZLvn9jNRSWPQWnHUqYfXIeKMIAg7J4rD2qBSKWaeyqH/yCwfHp7hI7n3Oe4F5JT/YM9R2JJ4SX/8RslSF2Yqtp6qKc9DmRouahdImra0Xu5um27m1pGEXhAOLs4RTg4x+2SOlZPwNz/56/zJwgdklIdpxPrt5M+dji07x/T7o5z6XJX0TBFbSjBFbNowsNSODDF/sY+VU44nstc47Zmm+Nb6efH2poNQQ9Nu47WTKFMj5Ok0/Pr5f8ulMwE/8vJ/Tj46ILaG19nCUkLid88jwoxw73Qj6ihQqvcDikZhcR13K1ZsFrXok55XmFLtPp6dIAg9SSNZDDNwvH+Zo9lFCirAR2GUOrBjSQ8jm8bY4jCNtbPeRtCyw72dRL3TBBBJ+AVh/6IUOp9HpVOsHM+xdM5hjpQ44c+RU6mmnPNeNzgvB6v8+upjvLV2hNxNQ2phFb1SImw3AW79HDXWN9SyCpsOSalwkwluK0bpdR+cg8BOh35oNL4yFHSFyqhFP3EBvVwkvHkHF1TrcV3WaAERZoRuaVsWvbUo4xQ47VBsPSXkIN48tCroW6n+N6rDDLyjGHq3gn9rHpFmBEHYknj1Q+QREq9ctJbqgOMzY9/iVGqWKU+RV+n1l4s4c/DQ1E2cNQ0D/Vptw3iznZgSN/ONP9ap7anT+wmC8MBRqRScPkp1JMetFxT/r+/7RU75s1xMVfFVgmfJPfBLy0/zcz/73RSuWo6/NQ8fXCes1eoCQhKxuBHkPSrDQH+NjIpGR3ce8HHQTIC3W5Fk2Di+oA0nn7zF+z9+lIH3hxj/tbW6V2dS3BYOJSLMCPcNfQgqZjoRlTTO1/pILTv8+TKuvMXIPEEQhDgdkkLrw6S/xJhZwW9M+NnJ7p7w4AlcSNk5lmo5lmtpdA2wrrPI0gkRXQThwKD8FMrfuEVTfX1URvsojfmoiQrfk7vJkMkBuyfKBC4kcCHXy8P0Xw7pf2cJdWuGcG2t/Yta4orzFGHWYVIhvpJtx1YMilP5ea4cHaG8kEX5/ubWU+FQI8KMsDO6DSDOEekx1t17qeJu7Pru9s5xNzc/obO8Uq3xzfIpfv/WOfpvVtG3ZnArq7t2HoIg9DBdmbdCdd0str771qtVMknl+t3G9v1ePXS7tsp7tTzfKD7BP/n6x8ncSDHxVtA8pna3kJsBQdhX6EyG8iceY+nMhj9YLadYfbLMsYlp/m9Tr5PT7b3DdurZ8ka1xiuV43xt+iT98zX0chFb6X5yqDKGtUmDd2GZ82N3GTMlvIZwtJU5LvTuWhXHV4anCteZO97Ha3OnccMDmGoVu7zaviIpTrfdCsKBRYQZ4b6gGqJM6HYeeLsRPyK2WgDu9Rw2+QBssaBYHG9Xj/C5+QvM3BlgdHqJcPruPZ2LIAiHkHYJmdYoB9ZpwgPSr78XbCW6RDF8P98MzFiPV0sn+eL8WQZfSTH8VoX0tQWpfhKEXqHDDbZKpVg4n2L1I6X1p3N9Ff7uY/8XP5BbbsSsrU3dtyNAh87ybjDOHyyeZ24uz/BKFbe6hqt2L8ygFZUhxYePXuOR/C0G9cbGpcUlDsM4aOa/94pG80jmBuURj9fHjlDrz+Av51ClcpfCTHT9pMKmVxFhRrhv3EsI6SYh7STGRIF/JwZj8cXtXpL4F1dP8/X3TpO5mkKVpIVJEIRdxFqcqnuSmB4b97abIkq8wnE/ijJQry4t2hRrQZrUsiM1W0StFpMPFm8YQTh4dPqdNYbyqOOxY7cAsChG0mtMeQvrk5c6EeW52xFlKq7Gv515hq++/DB9Vw1mcQlXqdbbJ7tAeR4qlaKWg0fytziXniYdz5vbCOLx5w4DGsWYWeN8+ja5XAWXyoDvgdlClmqtmBV6FhFmhPuDA7eDVqa4qLITg7DI16XsavgY0srbtFhFI66T3j9wIRYLrrtFrl3VjsXye1fOc+Tf+2Rnyrj5xW1/F0EQDjHd3HwryKgAv4tpGAeRrUTy6LEoDtuYQNVpZOt+Y835zAZ5Zos5Bm9WcW9fIgxDEWAE4SCQNJ5+OyPrUz61h0r8/dP/ZuMhpRjQqa4+fjuCjMURuJB5W+Wr3zjPxb93G1csYecXcbWg+dw7THVTqRQqk6EyEvIn+19lQBtyauN8I0G84uq+M2m8XdnwPGgYpbno+zzkLfJPhxZYzh3Hz6RQpsM1UAplDM46sGIQ3OuIMCPsDfuoD/JGrcIHwRCDpshjfq1psbhfhM5Rrfiklmp4K9UNrwBBEIR7QHkeulBA9ecJM64hzFgOR2F472KdwlqNrlpcpVFhmVQdsw/WWEEQdg+lFL4fcszLtz1mN3yyLI5VW+HNIMOV4AiZGU14/SauFjPt7ULg1+k06ugkdiAHAwHD2iOt/AMzAvt+4yuDrwxj6VXujHuYaoHM0iosLW8vnku1ZE8iwoywe7QG8HjAUKC2MZUpXnniK9NQ2qPRe7rj+L14qWSNkL/6/o9x/XMnKJ2u8n985z/l2zPdf75GoRvTTbo5vl3/bECIcwoVOgmkgiDsGmZygtvff4LiFDz0xHVO+YsUlANMU+XIViNLDwJJ579e1Uh9baj/VzXGlHamU0tTN55lDwRJxgVhfxOvkum2UiZhMzNwYZO4kZRf3ktuCvB7pSP81//2TzPwHhx/dWXzpmFTHp+84arOnOCt/2SQU+em+X8ce5G08ttWuKeV3HZC/fr/+fE/5B//Zc3rM0co/O/HyNy6nXywc+03c2U96DnkN0TYXaLgn9AHuRPtvHniRrTYWUAnGom1EjrHu1cnOf87y0x/uJ/rHx+BzFzTMZ1U/d1IyC0W69xG7JQWUUEQdglXyLF0wTFwZoFPjL3HoIa0Mmj0eiuPxbK1TLF/6RSHLbZxA6MJqbdw+V34MMRJunm5F1+y7Xxuu++mlatvZkRP92BrmiD0PNHvd6cWlPjvdkPMcY6G4LwhNm+XaGNQoxJjjcXyfnmSqS+E5P7D67hqFbeDm/zaUI7vfe41/repLzVE8c1rTdLn71vxe4+Jfi4fTSs+dvIP+fy45j8/8h/Rcc+49eci60HPIsKMsLvEBZlG4IisZe5F0zVK429xYxEP8hZHyZZZtDWoalS1RnrJ8gu3P8x87U0+0fcOT6S6KJ3ZBULnCHC4msaUQ3S1tqPFTxAEoRXnGxip8NjYbR7K3CHXKJOOJ/IHWZSJaDWAjxJ5jV43maz/PTlh3a7h74Mswx/UFc5m7nJ1eJh3njrPcOZZslcWCd+7vPkGT3ZMBWF/4lx9R3Irw1bnmqtRnEMp8HYhbrczAn6x4vjs6uP8+rUnGFip4cKw7mGyDbzjx6ieGWPuYobvysxtuyrzMIkxcVrNkAd1hYWLjuwPf5i+a2vw6rvdTWgCif09iAgzwu7RVL5ZD7hKK5xuTnB32hsblUbGDYHj7xkv17cuZN7WmAlTqKpClQOyszXefPUk702OwWPwROoq0NlEMomkBL/VdDL+WEBI2TlcVWPWyqhSBWelbEYQhHvHZnxOTM7zI6Pf4EJqhrzue9CntGdYXKP6Z0Nq2okpfERzRWay8PMgGDOWZ7JX0COOV58/ytUzOaa+MELfe5ebD1xfa2V0qiDsS1yXv5ut7UHKbWvgRKdjk577rZUn+D9f+iipGylGZxfqrTLdCEgxKg+Nc+OTGSrHqlzM3Dy0QstOWL8/cCHDJuDxD13m9YkpCl/p58i7GcLIeLldpYzE+55FfouEvaFDgO8meBulOx631W6mxVJ2ijWXQgcKVQ0wVYuuKmqBIXD3ZwfZ4qi4+rlQU+hKAIFUzAiCsHukdFg3/e2xMdlx9jrpfxA3Fe0+00dRUAHj3jLD/WswWKWWUSgt5euCcKDYo1yvU1tQu2MAKi5g1Za5XBzBv5Mie1ehypXuq2W0wQwOYCbGKU6kqBwJGBpbYdAUNx0aOrv+PxFt2qOBiewyA/1rBH2A76G87bXjCr2DVMwIu0erkutCnKVueMvOPGbitFbFxGk1egxcyJ2wjyvVUbxVjZ1bwBvtR9l021uXbhe2TkaRSaO4Z0LNnTCPv2xgeha7VsRVuyxTFARBiFUhJnkV1HdXm+NXFC/vpaLkQdBpB7j+XZK/T+gsNerXxkswbD8INwaRkXFO+xxXIUZN88LEJd7JTXB15AyD0XeI/j04K+NTBeGQ0lrxF5kFtxNtKq7G5VrInM3yxXfOce7X1zBzq7hb05vjiG7E2XjFj1KYfB/lZx9ibSrF3Y/V+G8+/hucTd3lcb8I5JreIsmnK3D1zzlo69Je4StDQRueyN+gZg1/ODyCGuhHA3ZpuXlCFkilzCFAhBnhwNDavtSJEEfRplmxWXQArlRCBeG9Gd3sgHrljqmfRxXs6trG6FNBEIQuiaolnFMbngRK4zyNaUy8MzH1O4qXh2W30uLWDeK9xnVo9R1rZb9OqtJo8tpn2K1xKjNLxXpcyp5BGY0L5YZGEIRkLK5JujZKx6bzWeZsllvBEHrOx7z9PmHSiGa1UZ3nrAYXgjYoYyCboTTus3pUMXp0iR8pXGZAZ2kVZZJI2vwUwMcw5i1zLLtAmLW4TApV9MEYaBVmhJ5HhBlh91i/WWitnHHgNmsiOzVjTPIF6Dq51qB0sjoTX8CS6PRZ0WtbPWbqXggOX9XWTZAB6RMVBKF74uMyGzFDP3qexScGWT6l+eGhl5gyK+SUWo9BuxIvHwBbxeF2aNT6Lmz0Ht+shrxYOsPNyhAvzp+kFPhcHJrm4b47nE/f5lPZRXIqtdtfYUeEzjZ+Znr9Z+crzanUDAC/ca7K0h99iuxMQPqlS4SLi/UXyloiCPuTbkdl7xLtWvyjeD9dq/HfffBDXLkyzugbChe0uelvrDfKGMzIMCqfo3pimLmLGaqDivITRU5PzPG9E2+QaTP+eiOebfy90zkeZnxleDR1hxGzyi+Mf4jSiQHSWR9dqRJG1fUS3w8NIswIu4tzGyWQLYaEzilC4up9Y5e3y7dOKs/s9B4ai4nPplYKp+pjSLVKTvzb3bBEZfJx08mk10Zlmhs3RQqtLCaSpRp9vMrU36VuuCYBVxCELWiJEyvnB5j+dMD4+BLfnn+bKU/h47Vt9zxItDPl7WTWC5vL479WfIh/ff1DTM8NkHkti1eCz14Y5ZvHjvHc5DWez3yWHJuFmfs9xjUumMW/QUZ5nPIWKOgyTz50nVerJ+m7mubk+3lYWGhucXPS0iQI+42ucr0uBZx2gvVWnowRM2GWm9+Y4sSXQ3LXFnHVoP3B0XkMD1A50s/Mkxlyf2SaxwZn+IsTf8hH0kGjZbTZCyUpdnayIRDq69YFP80FP+DM+BxzUyewXh/56RxqZWVjU0Y4FIgwI+w+zm4ki4BNe+jhCqeH55n0Fne8I7odZsOQfzn9Am/PjZOb3ljolKsLRNbt/uIQ7RC0bbmKr73bHEsoCIKwjlIEOc3A0BrHCosMmiI+pi4E99iO5HbXi4oLuFGrMGfTfGnxLLduDuPN+eTuOLyyo3jEsDqUYaGao+xcYqtX/DPvVytYawsC1GtnCjokpMxUbok3BysE8wbnt6Ru0iIgCPuS9VxvGxtwzjmCqsdsuEZGGbIqtaMYFAki7wcVvlB6iK8snSV7R5Ger6LWyrikuNEQe3XKR/XlWL0wzNIZj5UzIc8OTfNw3zRjukhaJbcu3Y/8vheJfr4P99/ltx4+QXXAo++DHNx5wCcm3HdEmBF2H+fqu3dKgTaUR1P8iYtf5aeGv8KE0UB2085gO7Zj+BvnS6VTvP2zF5j46hJ69hoh4JRCWQhDReBM12a/64+3WVejc7RYPMymXVuDQ9PyWWLYKAjCTmj0+pfGFD92+mUeyd7kjFclrbJNhyW1LR3U3cpuR8GGznKrVuEfzX2ct5YnefsbJ5n6OqQXA7LvTENoqRZOsJDNcqV/mBWrGdY10ngP9Nq0E/N9ZThisozqkE8OvEXltMfvBw/jMun6+hqttYIg7D+2+v1MMtgFsI7ais+Xy2NMeks84ldJ43ddcRLlpBUXEDjL/2/mO/n933iG7F3H1FcXUZdu4KrVzcay0WllM+jxUcLRfq7/0ZC//fwvM+Ytc8ZbIqOgoL22RsOwOV7Hc/WD0E57P2i9DtHP7K+P/T6f+uNv8PN3P8rdN87gvyUeM4cNEWaEPcf6irOZuzzs9+38PRJ2E1uJ72zOh3n6r9ewr7yJVWq9nBQHzipCp9cFn9b3iNjOVA/bKrwIgiDsNkqhM2lUOk0tC2fSdznuzZNRZpNA0eu0i8dlp7leGuLm0gDpOU3udglvqYSdmQNrSa0cxxQVa+UUSzZN0ZUxSmHYnzcKvqqL/SNmlSOZJVKZoNnlWRCE/UcknO4EZ1Flw1vloxRTaUb0dXKqhq8UvtJklEdabT1OedHWWLKG95bH6L/iyE0H6JlFasvLyS9oiP4qmyEczlMezXD0yBw/VlhoHJAHNiYrdcNhMZ/fDp3W5xNellPeKreG3uHnCudIZzK4Wq2tiCb0HiLMCLuPjkkoztarVBreMts1ojSNkaDdBvairVJ0AQu1Pta1koaRmbYWVN381yjbcaxgN8SP9WKyUfx7hs4R9lhrgSAIDwZTKLD2iQusHDPUHlvjTOouY6aKr9LNxx3SRNgoTcUZriwNsziTZ3Takbo2iyuWsdUqKE3+RpkwlWWBfv7B1HfwaP423194jYd93bQmxHcy9/rmIqn9rHV9NLSMRBdvMkHY38TFGZWQB8bzzdixrlji6B84/s87301l1JI5vULaD8j4NXxt+d4jb/DTQ2+QbhjvJm0iLodF/svrP8BXPzhN5p0MJ95cxsyvYheXks8P8I5MYMcGWT5b4OZ3O3Jja/z0ia9tyouTjOWTiKpAkjZVD7Ng0+57x6/rqdQsd5/TBLmnGXprBb75RuL0LFkHeg8RZoRdR+nGGNfI7MyBdTsXJzoZ8rYSELJkHau1NCoer5xrCmBa7c6iEJWgR+1LcV+C5uPat0IJgiB0g8plmX3Mo3ShzAunLjNpKgxog96i2uOgJcH3Yr5bRbOwksOb98nOh4Q3b2/sNmqDf3uRAesIMzlePHeS6eF+Hste5yF/BWi/EbCX13A7xvZKIcm4IOxnIlPuJuFFr4+ghob3TNTSHok2jRttWypR+MP36X+pj/LZMWaeGqCchmIKrOf47Y84/tLgq+vCTBJrzvKVd88w/rkU+ZsV1FuXqRWL7W/ulcINFigezzN/wfAz3/7rfE/fOwwbg20xSG9t129HFMMO2vrzIIi8eaLrNGmWSZ9fYibbj1/qo+8l3dwW1/JvRugdRJgRdh1nHUrbTYaE3bQjbYekZPZyoPlC8QLfnDuBV24pt1SqvkwoNqYkJbzndk0fW3c74544t2tV/t+3P8Nbc5Pkr7NxTWTEqSAIXWImxglPT7IykaF4KuChYzM8XrhJTil8zJaGvwctKd7J+d6urfJeLc8XVx8juJulb0bhL4fNRuvOQrGEN++RWs4yt5jhjl9gzabRrN33qSHtqkaN0tiWdoGCLjPuLzPWv8ryhQkK/qPoGzOE03fv2/kKgtAFztE6lRRncVY3/b3p+JaKGlepV/ilZov0X/UIUwrrKayBG/4Un6n9GdImRClHSof8ialv8BP913knCPnncy/w7vI4uXfT9N2ukJordm6FUQqVSrFyfpDpD2vciSKnUrP06eb1Jcptd0NouZfXt258HrT1rR3x75HTNU4OLfBe1aNS6CNvDC7Jm1LuIXoOEWaE3ceG9TVHqcb/Np5qDejtWol2Gmi/UHyYf/T2C5SvF3h4cXmz80ujlSlO1C8b3wXoZpR3N21W36pO8s3/6zHGXgnIXZohbIy9k3HZgnAI6XIsaivBw0e58v0ZauNVfuqZr/DDAy8xrGsM6dym9tBeHkvaqZLmxco4//L2x3hnZpyh1zX9VwPSNxabk3jnqN2dRc0tkB/uI3O9j+WgwPS5QXy11PR+0bpwL9ey03oW/1kl0fr4mKnyVOYqdyf7+dlPjLNwfoCjn0+hRZgRhP1Ha3zfygi4ScRx2NVVWCuilpfpv5yGRiU6WjH+uxlcLgPK1DccMzn+1t/4Pn7oU/9f/tXCx/j8//Fh+q/VOPnuLO76bQgCXLWafE5KoTwfnctx+2OKf/7D/5AxXeS4p0mrTHN7Z+NlUXtnRDetOVsd2y2BCwlciMWi0RilsM513V7Vjnup0twLxrTiT0y+yLuDR/i1Vz/OqNG42s7yB+FgIcKMsHck7AK0stsljvO1PopLWVIrChVsbVB2ryaZSeceT6jXbJrMvCN7fQUWlyWYCoLQHUqh83lUOkVxLEU4UWVsbJmL2ZscN5Z0hxGqu12duJ9ZtWXKLuT9yhkuL4xQnM8xsOTwl6qoUmVzzLUhzoaYYhV/rY/aqmE66Gc2XCOnfHI6lfxBXdBuPdvJOtd6fEYpCrrKuL+MGapQrmWo9Xns/GwFQdi3NIQcVwkJK5X2xymFzmbx7zzJ50pTfGPuBPmbIbmrazC3WBd4kvJObeojsVMp1MgQtj+HHavykXTQdhT2/SZwIQu2TNU5Kg6qTrPifObDAiGKjAowOAq6zLCuklEwbNJdGSPvd3ylOeovEDiPWp9DDfSjiyVcqVTf0BV6FhFmhL2lsSBo5ZoqUtr10HdKXuOvgeadzOi5d1YnyL2XInfHoVaL9QObejEbU5ka5ZjR+8TZapR3p13Q1sfK1ie95FC37+LWiuuPrwdWEWoEoffppnUx8iUAsCE6m6X4iYssPOyxcj7gp57+Cuczt3kufZO8ro/GbheL4jEtHjfvdVfxQdN63ku2xC+unOX1taP81ruPkvt6jvF5x8DrC6jpOWyx2OadQC+uMvh+gdSi4VdOPcXymQzPF97nh/N3SSu/ax+Fbs43vsMcNxdu/YSkn2f0WF75nPRCipkrvHDmA94dHqP04rgIM4JwmEjY7HTVKqf+ryL/63t/msyCZeCVO7jllY2cM8GHxDsyQe34KGvHstz8HsvE0QX+s1NfbBpk0Uq79SZ6vFN+nvS6rd7/3aDKP5z5Tm4UB3lvdpTiYhZvzqdwGXQNgrwiTEHxeMjUQzOc6p/nv5z6bZ5I+duugGm1Mej2dXtFWvk84i8xZVZQ51aZ/9QZsrM1sl//gHBhodnHSO4jegoRZoS9x4FJGCcdjZgOXXel4hbXMpZ6c2I7V+4jN+3IzYRQqW48oTRu/eYIbMu47L0KwIEzeCVLOL/Q/IQEUkEQ4sTMIZ1TqJTP8imPlccrPHr6Fj8x+HUmjEdW5TYlvHGSPK8CF2KUAvSWfjQHiYqzvLJ6gpdmjqGuZRl5s0pqoYK6cZtwcWnzC2I3Na5YJnerhK5mmL/dx1f7TtHvlfn+vttd7bjudrVn081NwnunlUdOpTjmrfKR/ktkTcDXchO79vmCIBxMXK2G+sqrDH+l/vd1N5kkE+LoNX1ZSpMZlk4Z/vJHP8dfHnqNjPIwO6w22So/bxfXkohi60zYx9emTzI3nyd1OcPQHUf/1RrZP3gTWyrjHZnA9WVZeHaMW4wxN9HHnfECT6SCjc+ksyVBnLg4Ez+PB4GvDEe8PMMu4MzYHFdOFwjTPrl0Q4pv5AvO6s4tcsKBQ4QZYfdJ2B0OnCFw4fouZN3csL04kaRYa9QmKSYeRDWK2WKOgRsB6btFXLG0caCzKOeabklaRZmtFPbtjtKu3xB5qKa1yojCLQjCZhrmkGZshOrFY6yN+Cw+VuO5c1d4bvAKBa3wlVlPcCO2Shw1aj3uHlRRpl0lSdk5rq0NMTNXIDenSN8topeL2Gqw8eL4ehSLu65cxswukw1CBt4bZLE0yq9XH+dEeo4T/hwfSS8wZHJNn7cV7XaIWxP+dt8P2nvabK6KkjVEEA4dreO3t8ol42vF4ACrnzzPylGPyjCUx0O8sVUey15vmPx2J0IkxTecTdgqpen5pNe2YnG8XLW8WDrJ78w8yuqLowzMQG7Wkl6s1XP7hpGxK5ZQYUjhaoFaOktluMBfqfwEk6NL/Ojxl/grg++1rQDqZLx+rxYHu4lG8/zIJa4+PcRioZ+xP2ysSZGZ9D46V2F3EGFG2H0iJbdhbKuco+x8Kq6eLEc3Ce1KxdsFxU4jRaP3WlruY+LVa9i5eax1zYuXtfVWJqcSx2XXCAmdq+8su803Ae1GYyedm8VRcQFl56Fs44ZAG5TvgXW4oIogCD1MktFvJ/PfyFNgcoTr35WmOlnjTz37NX565MvktCGvshilqbiAwNVbQ7tpt9mqNXM/0ylBtjjWrObqwhD6Zob8TYu6dIOwWNxoFY23h7XsKtqVFexaEZ1JM6FOUx3JML00yD9PP8+ZgTmmjv4WQ2bzZ0a0m06yVZtu0g1BvNUs6Uah6e/xvxxMnU0QhHtlJ5t7o8Pc+tGA//zp36RgyoyYVQq6xGOpCrlGe2xEUpyK/hwZo8crYLbaIIgEj6TYGP8s60J+c/kpfundZwg/yPPQL8/irt7c+Nq1Wt3IGAiXllFaoRcWGX3FQ+X7CL80SWVohH/wZ7+dv/Lx9zoKQK3nsV+IXw9fGX5y8Bt8+9Nv8z8O/gD2l/rrB21lJi0cWESYEe4LBtdRjQ9bAvxOFWtngWpQV9RbdhScb6gVLIX+EgOmtOm1Gk1I2PWuQTtCZ1myZaZDzc3KECoeO60ThVsQDjsJSbUZHEAVCqwdzVOdqDE0sczZzF2GTboxfeJg+sLsBUVbZdZWuVobobiaJr2i8IshrlpNnnTXLubaEBfU0CtFUkaRWkozv5yjL1WlaPengaSk4oIgdEUjDpr+ftToMOUTw0yMLPBU5hoZVSOna2SUI6PS23pbjWoSqbslEl6gLu5oFMu2zLy1rDmPNytHmAvz/M7Ni1Rv9JG/o1BLq4Rra5vbshojyV0IhCGuUkGHIWa2j0wQUpvN89lSgUmzzHnfku1glv8g2I6PTUFpjppVxjKrTA+Mkx4awhaLuE6m0MKBRYQZYfdYF0LshpCrFE4r0jogrbr/59apvSj+WMcd45bkvDqU4aknLvFjk1/nQ+mbQL7peV+ZjmXkpvHZSWNUW4WklyqD/PLch/nyjVMcXWmU1dsQJ6KMIBwO4lUyuhGn2rQxKs+j+G0PM/O0T/FEjb/6/H/gycw1Hkkt4FEvXY7ijofBU8kVfUnx6yCb/7YzmXwrgH+z+DxvLh8h/XaW4bdDcjcaJe4tY2fb7irGEn13+y561mNg/GHWjvVxqeRz88QQgVtYv6btzHqjn0u8TTc+Vrb155J07eNVmN2YVoZobFQuI+2xgnB46VSF2aD22GmufH+OYDLgPz3+TS6mqhgUmg3xueICPMymOJUUjzpVYSZVl8efi0SdoqtScZYvlyf4rYXHeXX2KOXfGqf/Wo38co3BlVX0Shk7N7/x3VpjeTT5tfG9bTVAT8+iF1NMfuEcf738U3gn1vjfn/1Znk1V8TH7oq03vi7EH2tHTvtAwPn8NG88fpHB3Dn63p4hfP/yfThb4X4jwoyw+7SU7TtVN/+NB/qtyrWTiAeupKBmcTjXPtjatObJgZt8MnuLAZ28Q9BNOabtonxwJuznvaUxiktZdLWysbcgybMgHF7ajC1VqRSlMY/imSpHj83z/flvcTGVIxKPt7pZb7d72TrJrjVuHlQWbZZ3V8e5ujhEegEycwF6uURou4yvcRNg63BrawCkFquklnxqeY8Vm1n3RWt3E7LVerCTXWVBEIQdkTB9CaAynMacW+XC+AxPZq8y0NK2VHEBoXNo5e65tScyAW6tPI/n/daFFG3IilNcqozzxvwRpm8Mcf7LS7hvvlHf0KXL6sD497Uhdq2IKlfIXy9RzedYsnmuPznCBf8aA0oRNS+1bmx04+u121jaX+/4Z3sYchpG/RUqI461VUPuRrbtz1s42IgwI+weSZ4JSqFcfYdvJ+1JUVtT0vjQ6M/Ltsyvr53ijeJRvBvp+u5hQsByWpEzFfLKT2xX6mqnsqH4tx7TenzgDGvVFFR13dtGEITDSaPkOgkzMkzp2TOURzzuPh/y6Sfe4GLfbcZMc+yKmyfGiWJWu0qYdq87aMSrFAHu1AZ56+4ExZk+jt0OSV+bx62sbXzXbo0xWzDLFfI3s4DhV6efoWx9nsle4enU5h3W6FpHj7czrN+OONNpvTsoVU6CINxHoqqRiCj3VQozMozK97E6ZXj8yC0+NHCNMV0Emk3NNRqtkqtIWsdId2M2v9X0v+mwxH9y+Y/z+s0jcCtD4Ypmct5iphfrE6VaKmHWv1f8O7e9HvWKff/mPMMOUmtZ/puBP8b/PLHKX334D/kLA9faVpbeL5LW5a0mQmk0H8pc4dQL17hyYZj0coH8q/ftlIX7iAgzwt7iHLi6UBEvp9/OGLqtzLvmreVf33qOd69PMHgNXGgbJerNervTUNBlcjrVVDK+ruLHlP4kFbsb4SaibH1KVR9VVcn3ZDu8cRAE4QDS7vd8aIDpD6conQj4gadf4X+a/AK+MqRV36ZDkxLJWmNPsdN454N+Qx9vF0orD6M0t4JBSrfyZO8Y+q4sUbt8tX5wlNCvf+e4H0ECLcmxXlqlcD2LCtO8fmWKUs0nPKJ5zP+gMW68cVxsjehkiFk/dnsVSklG8q3va+KLirQxCcLhplWcAZQxMDxIdaKf4hHFZ0a/xVPp60yazSJENybyEVvl7t2Yzd8K07z5lTMc/WJI9uYK6p3LuKBGrRabppcU0+JxvW1Mr7c81a7dQF27wdDlcdKLJyiOD/LLP/khfrL/ctsqyHYtWHtBuwqdJIPkSMh5Oh3yc+d+iUunU/z5b/518hL3exIRZoT7QpRI7lYZffQ+FkeIYmatDzWfwl+jY4VK2IWx71bn2E0J5IrNUC77mLJGWSloFwQhgZRPeTxkbGqRc9m7pJW/rRi5XaPyg1h9UU/0m6+JdRqsQllQzuGSzH47fceEGxkAV61ilquk8x4spriV7+fuaH0KRnStLcm7x52qYzpd706Cf7td3PV1TBYWQRBiKFNvjVXZDGvnR1g841E+WWXSW6KgA/xteD3uFoELsVjerlb4fPFhvrF8iuwdRXqugllao1augO3S1rxbIToa+lEuk54r40yGhWKWJVutTzkkvSsDR3abqD02sULTQU759KkazoDOZOpTqhrjw4XeQIQZYfdJqAbRyu1YhY4CZtJIUQOUnWH+5iAjbygK1yu4alAP8i3noWw9oY/c4FuT4Pr5tT/Hze1KYd2DIGYoFqndNytDuLsZMnMKVQ42v5ko3YJweIib/0Y4R20wyzNPfcDfPPbvOe4F+AmVMhGtoko7M9paY7Lc/dj1u1+0VgSFTqNroGskt9DC1qNEE2KwnV9EVyrk1kYZODlBcaWfV0ePYUZfiV1P07G03+LWfWeSfgZJ4lhU+YTbvGuahHWa0EnVpSAcWlqF5SjPTadRR8YJRwtc/+Mh//1Hf5UT/jxPplZJq9R61WESrUbx7dr1Own8SUJz0VUp2pC/e+eP8LVfe4LctGPqpXm4fJOwWu1OlNnheGi7uoZ6+wp9M0NcvTvOO0E/Y2aN016NNF7ieno/NzCSPmurtVvjqGUdenQEVyoRLix1L2wJ+x4RZoS9I9Yjatp4LHRL5yRVoUua1IrDFIOOngrhHhhf1ndQTdPf12ppvDWFVwRCCZiCcGhp6v9v7i13RnM2P8tTKQ+jUvf8Ub1Sm9euEjHaeS3aFKqmUCHJfgQ7xNUC7KrF9PWRWnHUlhWLlSxlV+tK7NrpGNmtaDctUPXGj1sQhHtBaaLUVmXS2ME+KiNpjh2Z5ccLdxsHZYDO/onbpZP/Y/yxJRsyE6Z4b2mMwQ9CcrcrqNtzhCsr2/7MTWwR+12thltZQXkeenWKd6uTVP0ZjnnL+JhNraedvt9+wCiFUQ7rg+vLogC1tNwLVnJCAxFmhN2ndUysqnvMtKtU2Yr4qOro73FCFLiEJDUhWPtqo0SwkyreOgI16XiNWh+xHT9XHHxr7ghHvlwjc7cMs/Obv5R4zAhCbxMbx7yeNbWaGeq6sNwN7XYnW3fawpb324431n6g3Q1C4EK+VPb5Vvk4v3PjIvnriuyMRa+WN8v+Tdd+e5OaXBjiymVyMzWUM1y9MsbfnXiWs+lpPtN3lVHT1zRhcNP13SJDTjZobn4u/j7J47Vr+Mri9v+PUxCEeyUpX2xpx/SOTGBHB1g528/N74LUWJG/cfzr2/dy7KJaZDvPrboKf+PKD/PyO6fIv+dz7O159OIKtljsLg/udExCO+qmx6OWplKJyS/D31n9ITi3xt/90C9xxptnylPkSTede2t834t1cydVOdFaMajBO7vK7U+NU7hRo+9zy7jdELmEfYEIM8LeoTRKK5yCwHkELiTd0t+6neDU6ZhIlOm0g+j0xtjuJIOt+DnZ9VR/o0Up/rxRuq3JmVGa2YUCD3/tEuHsXHcj/wRB6C2URhlTr75uU2bs2iWWdO890po4thunfdDHZAcu5KXSOT43e57ZWwMcvROSmQ2gWNp0rDL1yLyp8r3D9V7HOVy5QnqujLJp0rdT/O6tCzwyNMTHslcYjQV9o/QmEX8nSfx2R7X6KsTTsrIIQs8TNzNvDWjR5FOtcIMFiscLzJ83/MWP/wc+VXidM14VaN8em8S9iBDJfoshL799iqO/q8ndLsKla9RKpUaVzz1MDUyaRNX6eAxbDRj8+i0KHxS4+Z0DvHrxJJm+gIJeImc6r4+7Lc5spzqpNQ8wSpNThkcnb/PNx7NY3yOfToHoMj2DCDPC3uEszmq8kuUri2c4nprjmfQdTnj59UN2K9itt9sr2oZXr2T57NxFxrwVHk/f5rSXaRuMW0014+ZgXZ+zVMMIwuGlMbYTSB79GVXetVGT47t2Sc/tF7PC+4XFcqk0xqXZEfw5j8xsBX++iKtUNx3rbIeJHa0k7a7WaujFNVLW0nfLZ/rSKIvjOX6v/zx3Mtc54xU50ljH7rfglVKKQVNk1F+lNKbQj11Ar6wR3rwtJpCC0Gs4R/JoTzZil9KsnhvgzocN9mSJ85nbjOhKo4Ly3kWFrczLo4mmgQv5F0vn+Xd3Hsc24uJKJU3hHZ/sdAlvsYQNN6bXdTRo34p4xVCnCU3rf7a4Uhm9ZOi/WuCffPMF/s3ok/zM+d/hh/pmIWEa616ts9H77nRDOsThaQvaSdVkDyLCjLB3NMy6UgtVvvL2Wa6tDPGfnP59ThQW2r7kXky31iv427w2NVfipZce4q1jE/z0xc/zlwdvJh7XqRKmHR3Pu10ZqiAIvUtkVhiJMIrNlTNqo4pvu2ynRP1BmBrulCRBql6ZYnl57ijhOwUG3ofUWzewi0vYIEGMiK6zUttL3qOHKhXslRsooxkPTtF3p5/lEwX+gf/tXBi9y5+d/BLf55WbzrcTW7WTdWOmGT2XU4bj/hwA1Yslbq0NU7g2QP/CEuHy8pbnIgjCAaM1RsWraGyIMprbzxv+2Y/8Q8Z0keOeJq2yWCwVV2saULGbBC6k4gJCHIGzLFnH/+f3/wgX/sECplaPwcPOMrLyAa5Yqvu9VKvdG7RD51w56bkOx4czc6j5RQbuzjH4tQGqJ0b5Z//9x/nM+V/BV5A0/GOv1sp2VbBxj7J25vHWOTQOvIYws4/Xc2H7iDAj7Dm6ZlFlw0o5zZpN7/GHtd+9VDWLV1KUiylWbGbXP9riqNgqFosND3bbgCAIu4Rzbcv4lHXMVAvcqK0yqD3yevfj0kEl2lWsEbJqK8xYx1Ixi7eqSK3ZeqJfqXR+kzZjsbvBBVVcAN7SGpmZNNW85u5SlpuZAeZqeaDc1fvs1o5rtMOq0fSpGoNmjUK+RHE0Q2pRg+mdKVyCIGyNMgaVzaALeWoDNT6SDkir3PrzgYNwD5vpl2yZW6Gh7DxmwgIztX4ytw323UvN1Xva1Nut2lUy3g8aGyXOhoRBFZaXSSnFB3NDfK3Sx5RZ4aRXnx673ycaaqUo+GX8bECYTqE8U/fzlMlMPYEIM8K+pNud3dBZQhQqMv+1sT7TpJ1QaOxS7+4CYZSmYqt8pZLlg+oEaj61YX68HQNKQRB6j9aEqVGe7s8W+exLj/LW6Ql+4sTX+AsD17aVFG63AuZBVMrca5XOrVqFf7f6KO+VxilfLjB63ZKdqXY/7e4eY6+dnccrVxiwk6y8k+f20hhvTByD/llg6+93r/5prVNPfGU45oUM6CV+8NS3+IPsOW6aI4xnYpseuzSlShCEe2S7gx66Ob4hMujhQYofOcPauMfYsdlNLfgatcnXMWI3TOF/YfkR/tHbL1BcyJJ/O0Vm3nHitWVca2xu2Brsi1w4dn3d4hLDvzrFX3/pPyJ4epX/+ZlfZcpb4LxfZUBnu37Le6mIbH3dVqu/UZocKX5y9Et8uHCZ/0V/mvDYGB5gl5brpsrCgUaEGeGBstVu4o6S+g5VM6gdb6BuSUDIe5VJXls7jrdW/xClFa6WUIYKD36BEgThweEcqlgmf3mEW7UxXh4+gR24Qui2P7mul1myPi8un+SDpVHSs5rMXIC3XNmc/O8Rdm0N1tbwshmy032A4Xa5/57ecytj504/f41iQGfJqZCP9b1L7kiVfzQxAim/fsB6m8M+uAkSBGF7rP/ub/37q7JZlk75rB11PDM4t+n5rdaRdgMwuuWllROEb/QzdBuO/NYNaleuJW95Rj45Dzoexaf1KYVdXWPoi9cZfDnLFTPOmxePEmY0p7zb24rRkceOl3Al44NG2hkdb3e995Xho2nLR9O3+I3JaZYHjpFZzKHWiiLK9wAizAi7T4vwYGaXGX4pT+nmEF+efIi/MHAH6DD+eptK/piucPyJ21wpjDPy9Txjr+92PUx3FG3IZ+cu8ur1Y+RvK6gGyaWbEjQF4fASS5zcapGhd2qk5w2vnj1KMBWiWzyuOpkAt3LQRmPHia8HobNcqRX5IBjiD1ef5IvvPoSaSzF+1ZK9tYpeWiO8T8LMOpUq2QWL8zSvzxzhN8cyTJplLvq03ZVux3Z+pp3fx6JVy3vs5CZIknlBuH902pyLTHE7/D56x44SnBhl8WiGxaerTB5d4GODHwDdTxAyO5iIFIkMC7bMmnW8MTdJ/weQm6nh1krN3631++2H+BI3UnYOZx1urYgKQ4beHeGf/sEnSU8W+d+e/td8Ohds++0tLtFAuJsR5O1oXSPiI72j55QDFda9Z/bFdRbuCRFmhN2nRfGvXb3B2L+eRY+P8uWnTxMc/4OOkyzaBa8kIccozTEvyy9e+HlWHnZ8Sv8Nxn/Fh2LxvlemzFvDN987xcArKQbfq2IrFen5FITDSrsENfacXVig7/fWyPf18daHTlN+PESjN7UzRV4rEXWnkc2VNRZH4EKMUhj2hzDTrTlufFfR4nixfJx/P/8437h5gqEvpem7G5J/ax576Rqhs8kVM3sY8125Qu5WCVNOc+3KIP9i6AWeGbjOmaGXyelUx++2FyKZbdxgGNzmKtDtijJSYSMIu0en2N96XOvznaYwNV5TeWiC289nKB6r8Tc/9u/5gb53yWkD1ONQUq7cLn9uZasq9YoLuBRkuFkbYub6EBe/chcWlrGLS43z0yhTb+Hfl1Pi4tfbhoRLy6gVxcDvBwy8MsDK42N8/qGLfDr3Wldv1424fq/xv926bpRGK4uyDqyt/68VqdA/cIgwI+wJSqsNw3UbYtfWUKs5wnBg18eL+soworMMaYefr8LYCMYY7PIqrrZ91XunhCioKUzFoQPX7HcDEhgFQWjChSGuVEIDZtXwerVATldIUcFXlinjGDK5Ta+z2IThngefwIWsuoA163i9dIw3ZicpzeYYWrCk5wLUWgkXNMZjRxOX7lNcdbUauljF9w3+coarS8OMZ1YJuqjPbHezs92EPX58XcALSesAkwqxQwXM6jB2dW1rU2RBEB4MrSpqW3GmzWuVJswYqv0OXQg44c8xnrBG7IROIkPFBazYKjOh4ndWHuet1UnS0x5qrYQtl+9ba+mu0/C/catrKOfwl4co2vZC+/3GKI3tZnrVXnk0CPcdEWaE+85ulXFvek9neWhilunvOEluZoz+r16ldvvOrn1GEvGEe72ByoFyru5101hI60JVKOKMIBwWuh3zqRRYS/8l+Gvf+pMYVX8ukwr4K6f/gD9ZuI1Gr/evR/3sSWXTncwe9wOtAkUQSzh9ZZgNS/zKSt3o9zdee5LBl1IcmbUMvDwNi8vY1bXNb6obV2GPjSXtWhFz5RapXJahE6dZUCP84UWflfHPMv4ANDKNYkSXOJWa4ezkDHdeOEluusDgN6epXbrSxRvErptUdgrC7pEUh+L+JtG0uO3mho1qlMqAwR0vc3xsgWGzilF+02FJuXUnEbhTlUxUzXi1VuWrpZN8Y/U0/+HfPMf4ywGnb8wTzs7hgtpGDLEhbj+Y/LajzUaprQao2jJescZaLU3FBXiYLcVz02g9bvWGi65bvLI1Wu+Sql1bXwcb47J9ZTpuaLvoXkMnvOdWFVvdHCfcV/ZvBiccWFQ7811nwamm4LQdWoNe0u7jkewyl4/UF7z+zN6O5k4UlqLpUDHaXg9BEA4P0c5o0rQ450gvOhZvNExlHSymLR9MTRDkb6Bx60la4EIsFl/Vk0HYMHHslPA9aNoJ8fXqn3q/fNnBO8VJ3lqaIHXbZ+BSQHq+grt9t27C20rjuzZVaO4VNiRcXkZVKmTnQkqzPisracqusyqzk6qYbk3vcypkUBc5klvm8hGH04b+QrarSqJoXdrz6yYIQqzFv4FzKLNFbtjye6yMQfketayikC8xnluhT9WAZmFmOzFnqw3SqI1m0ab4oDLBW0uTjH6rRuq3X2zfcLWdCVT3UxBoV1XSuAau5tCBpRT6FG1ATtN1S3CSKNOKXb9idYGu3c9p47iNtaXTz9SphjizHaTCZt8iwoyw67gwrC9CUd861INvNcB/rY9PDv0oHx27wt8c/wKjpq/ptduZwpS0oAyn1qiMhOiqwaX8hFftHvEEun5TYdBFQ3rR4q0G9VYm5zauRxxpbxKEw0FSAtT6WBgy8O4KyhYaz0Mt4/GzmY9w6/wgvg5J6RoGS4jGOoVWDhNLjbVyfLzwDs9nZvCVJqdS+0qoieJl0vm8H1R4szrJa6XH+c3XH8OfTjH8liN3ZQm1ViKsxlpSm3b57ObYGj9mt+OrUqjGzYSqgQv35tpG16qTP41RmkGtgSKfGHyH9z40xvR8PzPFQYZzT+DNrmCv3KivPwkVMeutB7IGCcLe42K5cPRQlBt28TtohoZY/PR5Vo5r1p4o8+dPv8KJ1CwDOiRw4Y5jfTyPbSV0lveDCtdrA/zL6Rd48UsXyMwojl2br688B63iIqpUajUljr6HUujlEl9+8QKfWRrhT5/4Bn918HKiV89WsTnJ8NfDrFfRdKJ17Hn8s3dtEyb+vYV9hQgzwu7jXH0bThuUMfXJRC7EVipMvFhhcWGCX31umL/4XV9kNLbZGA86JvZYRFIQihtiAoz6q5jRCtVyFpfZW2EmOqfImHPNpfDWFJm5AL1a3pgaEl2PGMrUv6G0NwlCj7JF0rMeA2q1ukniS2/S/6qpJ+paofv7qWUe4rNrj4ICPFv/b/S28bChQGnH4sUcZyc+S06F+CasV9nskfnsTmh3Hu8Fo/z63FO8PnOEwRfTDFwNyF1axL53uTlGtrYDALtsWdYZpUHrxhQMOnp07hadbgD6dYa8dnym7zLnHr7D25Up/tbiD2K9HAOXfTJ3ZqBcSW4taNdu0e45QRB2TuIEps254SYav5NqaIDb3xnyfc+8zAv97/KDfdP4yhC41LoxbLQm3EuVXpwaIe8E47xcPMlX3jrLhZ9fQt+Zwy6vNLViAZuNftuJNg9aDGj3c4jWlsVlpr4wwtq7E/z89z/LXxp8f1PVTDdjxpN+BlHbE3SuVEoSbqL7o6iaZlc85pKEKuGBI8KMsHc4S1Posg5dc5gqUGsfnONBqd2C0fp4pDBrZVHKYR9A7LdOY0oKf7mCKnU2X0wcoy0IQu/QxY5UUxxwbiO51QYqFfruWqpXvXqpsgFUvWw5It42aT14/+go5XFDRu3//pTAhdwOS6xYw9fXzvLS7eOs3e3jyJwlNV9FFcvdCdcN88b7gqtPvtBVi6k4VMnwXjBGRt1hwnjkdWbXP7LVk23TVBVnSSvNmCmx4i/QN7nGymo/OvTJXptErxSxs3PYcnnXz00QhHuk042xc5iRYdzRcdaOFciPr3Gx7xbH/bl13xHTWGPaVVl0SzyuBC5k1VaYt5bfmHuKL18/TfZqCr00gyuW6p4y8dNszWe7FV/2oyBQq5FarGE9xeJalhVbBQ3pFh+f3R5i0o3nZv0zdazVqY5yoKzrwoY+gf34MzjkiDAj7B3xG40GKnToGmAVFrWpNK91TCy0V//rbuXNZX2G5hud+0F0HlVnyMw51DtXsUGj9F6bjRLW+DmJ2aIg9D5txmRDwg5j7BilFbZSofCly/S/lGkqtV43+nOuPiYzer+0z9sjk8yd7sNXFqPq8TRqiYF7H9t5L8QTT4tjyZb57bWHebM4xW+8+TiDX8gwsFA3+nXTs4TV2PSl6Dom7TC3e2wvaKxp3lKF3KxH6bbHv7z1MR7pv82fGHyRx1O7d52TPNSS2puM0uRJk/FCxvQC/9Pjv8al8+P872+9wLQaJTdr6f+aw968dc/nJAjC7qE8b70CsF5ZvrmyLbh4givfnyWcrPJ/f/hL/GjhbdJKAyksLtGgtl2877YVZsmW+VplhNdLx/nKbz7ByX+3hFm6RXjrTl2UiWK5DdmkJzQq5bccl71fBAFt6h5ljetvV9fIvjNN5nYfd14Y5FItxZiuMOXVxZl41UtE5PvW7mdRI0SjO17zqBqmPm2v/X2Qafx/6CyBC6k5U88DnJNx2T2CCDPCfUWFFl1zqHB31OZItY6Clq9CjGcJvfvbP7l+HlWwKxtlnsBG6T1I2aAgCFujNFhHeHdmc7xoM4VIZzJ4q6MEGKxLjn2d2mLuFzXqnggr1nGlPMr7K2MwlyZ/KyS9UIW5xY0YGrHP4qau1vBKFq8IN1cGyHgBi/1ZLMGmndT7cc3rNwsaTxueSd/lnD/L58fO8+5YP8ppCrkMyvPa3vyts4+usSAcOpRuFpmVIuj3scfKnBhf4JHMDcZNX3Pb/y7Gluh95y28V5nk7bVJ+m443CtvUuuV2LDVWhKG9dHZ1mJWh7kejGC9BcbM1lOakiYlbjxnm9qPdn1N2Orns8/WUKE9IswIe0tMrXW1AP/aLIPLBZZOD1N2Zr0UO8nBPKK1xG9TKXfsmI/n3iV8RPGr/U8TDA01+m73Jhi17j5Ao81g/TtvNnt74P21giDcH5L8ULqJRY1Y2fZ4GzZV0DRN7QhhJcyypouErgbqwVbJxInO41pQ5AulU7xbPsK/fvU5UtdSjL4Hfe/OoYplbKnUfpcvLngnxde9RjV2Vu/Oky2WGfLGuTUxwtfG+/n40Ht8LHNl00t28/p3amuK/l7QhpSy/LGJ/z97/x0nSXYd9p6/eyMifZb31X66Z3q8BwaG4BCWBAHQE6RI0TyKeh/t035E6snskz6SSIlPK0qr3ZXeylCGngQlEkYAQRGEIWE43mC86572prxPH/fuH5mRFZUVaaq6fJ8vPvNBdWZkZGRl94mIc88991l+/wMu56f7wA7TfbiX+KU5/DPn6p8FkIt1IbZTi39n1ea/dm1VdS3GOd1dqFSS2RGX28avcF/PZfp1jrJ10ajIBHC7aphmTWmD1z9b8vl24ShfmbmdF75+K4lJxehLi9hW/ajWfShTzS1FfKaWSeGdUD9/hM/JZjUXVlusw+RyqEqFoWcNfy/2V4gfWeY/P/DbPBT3Mdau+/1Wv4/olEz1dx76uYnwPjqZ1hS8xlU+ViusW6tUimpuLPYVScyI7bPmIrraK6By5Spc1STf8w4Ktv1fv04DVODumMfdsbcxVvM/Mh/civZYTQXLCDqqGlAdFTTnbHECkiApxM2h1hix2v9kgxekbfuqhJvhhi7EDBSsR8F6QIsy8m3WaurUhJ/kmwu38cb8EOlX4vS9ViF1aQnz9oVq6XurhEGo2SSsNpbfMUFiZHoapiwpz6V7eIjcUozz9w9A9/mdO5YmUipGQhk+mr7Awycu8vWRU/yryx/Hj8UZKHWhz64flQfk3CTETouahqlUdVnsTBrTnaHQp3i47wIPps7R55QxaIiY7hK+HvVU84UvWk2leb04yldmbufpN49z6xdWcM5dxy4tt+5dEt5fcN277jOFzoU7Ga+bCVcmRTRFt8Uitlyh+9tTJGZ7mXygi7fuGuH+2GVQhsblrtsl3ztJzney3HZj/02orsZoHQW6umhA9fNJdcx+JokZsf0akyvW4C1bPjP3EFNdb/JQ/DqjTirypa2W8mvGUZpuJ8fKiEP69EmYnsefmtrs0bd5L4VG75lRaSHEHhFuShtOpIT/HNiqZUdVdTqnt8vNf5vFQ98aLlb6eG5ynNnpLIOTlsR0Ab2YoxLVQHLdRXNDo98NnhtuWLA8d5PvqHEkdTd6+wQNIj2lyWqfw7EZ4keWWdQZ0pNxMlpF/9rkYl6IndHmPKBiHksPjDF3ymX5ziK3Jq4z4i6Qql1vRlXLwOr1aONzjY19w81j3y6X+b+m3s/ZxQHOTfZTmU6QueTgzM1DLUERqbG5fatYHMTtnY7XzXRyHNaglnPEZhLEFmPM+ymWbZkMHu4WVr43O0do1LqK/MbXGSwV46D8Wn8ZY9e2TmhGkvF7miRmxNYL90BobHJbC+aZqyU+8/RD/NnwaX7pzj/mhzKL9WZWwJrRgI1mmwHGvTnm7rQYb4CBF1Ko6ekb+0wRqsfYUJNjkca+QojWI4edrDa0mbd0IK2LJFQ58vndbAIc3BA8u3Kclef76ZlQ9H97Dt44h+9H9OBSavVcYkKjm7s54hr5nVansGpl1/1e68ub2vbTkDai1WuD6QoZFSfjQCI+wy/d8wXO3DrC705/gIxqkiwM/ywX7EJsXqtEu1Io11vbHLdhiqbKpLn0ccOvPfqfGXGXOOFWrzddkuv+7Ycbz7aqlIFq7FkwBQq22gvFUYrPLj7AM//ufvqfmeNkcQlVmsUWipjZ+dUptc00xsOm05uiK4O2dXpT+He6mfOHtfhT06i5eTKH7+F8YYCptMZzKqR0DNh4LA8PMjtKU7Z+/Z4njruuTUOriv+iLVOwFQq+i64YVLlSXwylrfr77PLUMhFJEjNi51mLk68Qn4yzrNNMVbLA4pa+RUoXMT1lCgNxylmP2Jbufa05P8eFisNz+TtwixLkhBBtNDZ5DDSby9/q4klpdNxDpVNYp7qYprO5hTO3VdGWyVmf6WIGb0kRW7SolQJ+sIzzfuy/ZS3Kr1a3532PZVPAU866pVV3WvgCP6U8jnnTOFj8hF0tdxdC7LwObuKV1iS6i3wgWQRiN5xID27ic8bn1XI3U5UutDLElM9Tc8fIXiph33gb4/s3NrB4wG7ybaVSXYVvxef1hWGeSB3nvsRFTqo8Doq48rZ82WzoLNGzYErM+IqlUpx0xYJvqlUze6UqSWyaJGbE1mtsThlWC9zu+QkOf3mM5cNx/uLO2/jxrjN4OMSVuy4obWaE8Zi7zPfe9TIvj4+yMD3K4DaMEAfH9S+m380XPvNuUtcsQ09PIfUyQohI9caIDQ3B25UfNxuBtRanO0P5ruMUB2KY0UKtYsbHUdXTe+Mo3XYKRv8ap/SUrc+TxTQvFQ7zzPXDJKcsyZkKqlhuXqVhLRCqpInaZqc1HIcqlEjO+hjP4VtXT/BfklPcnbjEu+J54sqNbAq5Xd9Bq/OksRofxZp83VZNnxNCrNXq35Pxseum99diXUOT+E5iRRBjWm37WsnwPxYf5JWlUV74+q10na0tVAHEFw09r1+i4vs7e1O/3fG9XXXMBt4z8cY1Fv79Yf7dwBGWH13hJ25/htuTV/hoaoKMTmz40FZXkXXWrSzbiZwp8V/mHuDLE6eZeGmYWycnMHPz2GJxdYpZY7VpmFT172mSmBHbIzz/tHEVDaAyOY27uETPwhEuLfWQMz5Zvb6T/Eb6y4Tn0nZrh4/1fpvb01f5d/0fDzWM3FoVfJ6cOsbR/zEL565UVxQJ2ys3FEKI3dekoe0NicfJjSVYGdZkskskVBndUDFTwcfd1lboVUHvgsZkhMFwvjTIC0uHWZpPkV0yeCsVqFRaJ6Uap9u06s2wGzG2NpoaW9Jcn0vz1PxxEr1lHopXBxoaG3Q26nQp7U6Sa/Xlczs99ojzshBiB3SwMIRSncWzTuLHFb+bx2eOc/b6IEe+WsL92rNrnt+RNvGRPcMiplPutA6u0StXrpL+o6t0dXVxvv8unhw+hulTfCh5rb5NJzG66UpZG1TG57mFw5w/O0zXVQWLy5hcbs1nCO55JLzvP5KYEdsnSM5ERQZrsOUKulhhZjHN08UhbvFmOO11dqHaKWNXl6qrvu+W7Rpg7c2OkQgohNigdss+N7l4dQb6YXiAwniWyYcUZjTPR8bPMejkySq7pgnkTiRlgHWNJxdMnjNlh+t+F79z6REunBskdd4jdXUFd3YF25jIbqfd72iH2Xye+PUldDlN7HySJ51jxJ0Kn8y+hVaqbbVnp+e6TkfOG1UbRBrq6ZrwJo3L2crggRB70maqxhdMnl+ZfDdfu3KKudkMsQtxUnOK+MTM7lR179X4soHjstYSn4c3rw4T0z4rvU/SS3RSZrv6ufnWULSGV66P0vOyS/ZyBfKFxgOtrlgo9iVJzIjt1eJC2pZLqFyB4nQfX5y7l/d1v8mt3mTTW4io0cVWFTV+44WqtSiq+ZPwc60y3a2Ca/BYeGRDgqEQYkM6vTBs2M4eGmbmvm6Wjii+9wNP8SO9TzHm5Bh2YrUlU6uRNCp2bdf0Jk85a+L0tO/zx4sP8sbyMNeeHOXwMz6JyRWcF89gisXOd7xXLuobjsNfWESt5PEmMgwOnmJpJsmTiaP447be3LH6uq0dcIgSde4yWHxsvZ8ECpRS1fGJNUuub2JJdyHEnlS2Plcrls995RFOfGaFoeUceuYqtlzGLCzt9uGttxtxZzPvWS6TuepTfC3Jq84wuWOq6T1IfbnrTcT+VufnCj5LxmLezDD2x5exK3n85ZX1n0emK+1bkpgRW28j03eMwV1yOLM4yMnUJIbrdFqM3W6ak4ePpypYB5TrYp1tbonZQXmqEELcMKWodMdZGVUUh3xOJScYc3L0aL1m3no725EsCO9zyXi8sTzMmfkB4nOK+EwJdyGPKZWrK5Lonank2Ta1AQZbKuMUDbqk8X1dX4w2vOTpbjJW4zdWjwoh9pXGwck5P8eTxV5m/Ay+VRiq/859NOcLAySvK9yJBcgXMPMLWN+0X2lJNGWtJbZYITGjmVuIM+UnGXaKJJS7I1Wpk/4KX8sd4rXCGIlphV1axhaKMl/pgJHEjNgejSNwTZoA21yentfhcnmcLzzs8Nd7Xm66okVwQgqWmHOUWrNtOFHj4TDiLmHQVNIW3d9HKRODFvchNzT/M+hhplXrGCk9Z4S4eWz033sn2yuFchxmTye4/aNvcjo7waOpNxl0XDzVvK9JUEEB65vzbpcXi+M88fytJK86jLxQxHv9EpTK1QtJ7ey/C8qguqTJaKSya7+6dkuebofge9ZUq6Ycq/BRlK0DtnpzAawmxayR0VUh9rDwtW/FltFUE/Bfy4/wD//gJ+h+C5yyRZeD623QFcuhN6YwE1NY38eWK9u3NPVNwpZKxF+8yMiFDFaN8vl3PMB89nUeiE0z6mbwrWnaAL+ZYPvwebvZ635/8U5+/b9+lJ6zFcZfn8QsLmN9X77TA0YSM2LrdXLBX5vTbisVUlM+fsJh6rYM5SYX6uFAZWr/c5qsdhEkaNKqQlbnMTEL8RjG0/VO9FvJbmanMqdfiINtow0NO91eaXAcir2KHx56llOxCcYcS1zF2lbKNGvOu12mK10krjukr1ji15fxp2dCU2dq9lMcDI47spHlzh9OJzTVEXSfYOqtwiq12hxScjJC7AsGg28tKINvFW+XBhl83pD9xlvYlRymUOs1Uku6+pKI2VrW4k9NwdQU6fuGuJDr43x8kNPedH2T4BzrNRlgvhFncsOMPL6CevwFWf31AJPEjNha4Wa/rU4IQcVMqUT63AKxpRRv35rmjXKSnF1m2InXq2EMds08TRenOiKAjuw74yiNh0Of1kAOkzDYZBw/rqtDmg33Lo6q7idqalSzzHXZ+rxSqnC+0s/VmW5OFpcwvi89ZoQQVfXm5xvoIdNme+XF0McPY7pTFAYMWSdPQvl4SrdNyjhqdSpLOK5tdZNC3xrOVvK8Xe7jifnjxBYhvmSgXAlVBHVwjtiLoo67dhPk5nziCw6zswm+ljvEMW+a22MlunVyxw4v+C4b/y50qSI9zgqlfh979ymchRz28jVMobh+6XbYf9+LEAecbw0ajVbwbBEey53kc5fvJTlfxuYLWN+sj69i26SuFHj2m7fx1OgxvHf43NJ9Fajel2iiG7839o6pfqfNz9uN+9BKvtebwfbXMoubR/iiLmpZvPB/wcPFIv5rZ3Aee4XMRc1LhcO8Xe6iYKsL+BlsrT5m9TWO0sSVVy/9i0qoeMqh10kx7LgQN5hUDBNT2NDf+MYgWX2vtf81YzA8WzjKH009RGUyiSqVV0tFW4n4HQghDqjGm97wf+22j6AScfLHe5m9M4MZKtGjc7XEjLOmYrBZ/y1H6XUXihV8Kh2OvwX7jvov7PXSIH8yfw+vTo4Qn7PE5iuoUjm0RPM+jYGNxx2qPHGXisTnKsRmHL46fwffzN3Kwg5OEQpfxIe/Z0cpUrpCj84R6y8wd3uG/Ik+VDwuU5iE2AeCf9vBVNWn8yf4rTPv5Nqbg3izeUw+X53SovT6ivVW5xuxcbXfp3d+gqN/WmToz2J8Y+7WNd9R+H6i2bm4MV5HidyHQr7PA04SM2JntLwZMVjfx12xPLl4gqfzx+sXtJ02sWxGo+kdWGL6ngwLx11s3NYPo/FGZiPv5Vu7WhpugXaVMhJIhbh5NemxtdHXqpjH8pjH4gkYGlgkq0uk1Ooy1Zutemlc5nqj1k41tZwpjvD01BFWJtPEF328pRIUSzf0HnuVNRZ8H50r4S2WScwqnpsc5+n5Y8z6W1/OvhkJZenRRcb6Flg8oVg67KIS8d0+LCHEJuRMjHw+hpPXqEptupJUyewoWyrhzeWJLxpylfVx/kbvXbZqH2L/kalMYus0u9lY01PArJbsK10fbQTIXq7wjSfu5LHR49z94GWOuMVa88S1vWOg/Q1IuNHlL93+Bb42fgeXcz28eGUMazSe8uvbBaPFLk7LKpxA2fqU8XEwxHUFq2ujqMZfTUCFfhfKdUHp6oiGjFAKcfOpV4pEzPnXTrVpeAdN/FRXlun3lfiZBx7nofTbnHAhrpJNG/42iiqvDkqvO9FJ4sdg+NyVe1n+82GGrluyL13Dzs7h5wvr499+nzpjLVgfk8+jL17FveYyFDvBJAM8d6iPF793nPvi0+33swXCAw1B89+gunTU0Qxon//j+J/wl0O38t/eeIDBp3rh2vX1n0cIsScF8XuylKUymyC5oKrN1KEei8Q2aThPm4VFVKFIyh5mrpiKbKnQeFZudf5sjNvN9iEOPknMiF0TTsqgdHWO/pRHPpFg0SSAYtt9tAp0QROu++KTHOmb44nkCd6cGaRY9AgvnO3XLkbd0OF0sl9HGXTQs6bxglaa+wohYG21TERMqMdBpaMvrEOJbJuM09u/zPd0vcCIUySjM+s2D9+gt0ukVPvObN1Iq28NBVthdiVFatKSnKpgFxbxF5dbv89+ipeRjX8tJpernsdm8iSn4pRTmiWzc/1lWgmmQNwRm6NLv8gT/cexsd7dPiwhxAYZLMt+HJ1XOEVQvlTK7IQ19yuArVSwlQrucoF82WPZFPCUg4uz4crV8EByK8bW+sTtl3Ol2BRJzIit02r0c80cyWA1iNBNiLJ4szm6LsRAu8xWMsDCmiwytG7GC6tL1AWNLl0FfdqQUBXuSFzhwZHLLJXjHI1NrZkT2mppu8YbHBcHr1kQjfjs1bm/tVLTG5nSIITYf+z6huNrnvbbj3I6/X2YoyMsHc0wkr1EWlVIhGJJs2rCxsq/qBgX9VinDYHD+1+2RV4oJblUPsTKTIqeZYOXq1Sb/jZWCu3XSpmg+rPVyLQGq9WuTRQPJ9vC30+1XwGUcDCo6JHY/fq9CHGABY1il22RojW8NjdC1xlFasqHXL6znci/7Ruy9n4ldEIvlZl6c4S/3v09PNr3Bj/ddaFe5d+pxgGSqEGV6r2QTG26GUhiRmyN8HSlxovWqAvyxsetj55bJnM5RSkTZ8FPAeHmv9RXaYoSLCPoqdVFtIPAllEJMkDJLvOu7rMs+EnG3XkqKDS65TSAZis1OSg0BmNV+2VSgxJTFRoZDx25nCiFOOBaVYt08O9fdWVZPpZhedzhZHKp2vA3dPEXjLY1TkkKJ7U7FR69axYZg7gYHuVbMD7P5Y9xJjeMs+DgrvjofKWjKVr7RqvlsuvbKKwCu4vX0I3TmqB6jizb6qirsQrnoHwnQtwkcsZn3mgm5rOMna8Qn85jO0nMSI/DGxfEy4breFsukzmveTx5ktIdDp/Mno28V2lXwdo4oBLePojjvlUoidsHniRmxNYIRoVvoCzeFop4szkS8zFeXxnhleyL9GmfPifetjmlRkPDUnKNo74JpTjmTZFz4/ToEppkxzctjUHVt5bLpX7OLg7grmgwHXzu+nK4Zu3qJEKIm88Gpu9UhrqYuduhMFLhjsxVslrhrekTo+o34OFkcrP41klFTCexUaOYM3mmfMWrpTE+d+U+rs50k76sSUyvoBdymEpl7Yv2801CELubDjYYVNnHLVrcguJ8YYCz5dfo05oundiyJck3YvV71HgKPFUh7ZVYGkiSGh3BLC5hVlZ2/LiEEJ275uf45Wsf4dtT4+hXMsSnF9GLeWxjfG20n+PtXhacCyoV4vOW2JTLtZUuyg1JlUBUBcxGzweOslilpG7mgJPEjNg6rRrbNpZRKgU6NB5rDWZuDhYX6YrfyhOXjvGpxDv4YPYVvsOptA1g1aqXteO7FfxqFU2tqW+vTvLexAqGpTUNM1s1FY5agtZRmjI+3148xIXzg3RNKmzF76xUNHhOmrQJcfNo1vDX2LVxs0lF4fypNB/7xOO8J/sWD8Wv06/XNhsMSqGDCsNmlYCNFYDNLiAbX9lqStTlisvXVm7nW7O3MP3VMQbOG7rOLKBeO4cpV7Dl0upnC0q2o3pyBfvcyw3SGxtsKoVyqr+toDJI5avLZpfSHk9PH2U8PscjybM8vAuLIK35O0J1cCKrSxxKzfPE8eNgD5F6cwpzPrd/lzAX4oArW58XSgM8/Xv3MvanEwytnMfML2B9H1MqN0/yt4q54sbUzgU2X6DrfBGnFOPqeC9Lt1uy2gfbuvWCwWBqVf6Nmp2TdQd9aMT+J4kZsTsi+i5Y34dKBSdXorCQ5dXFEW5PXgWmtuQtHaVJqdimX7tmvr61zBTSuHMu3rIsVSiE2GLBTb/jUE7DfemL3Bu7Tp+ONe0VY3Yh4TvpZ3gjN8yFhV4S05bURAlndplKLrfjx7InlCu4BR8v7zK1lObN3AgnYpMYlnZ9hQ0NeBh63ByFPoW37BGfzKDjcaxvVpNoQog9oWjLLJkSV8qHSU4Z/DfPVp+QSpjd0ZjgMgZ3pUx8wUHlXKZMnLQp0asTG4737apotJL7jJuBJGbEzmjVELihikbNLjD857289fopfv27k/zo7Z/FobNGlmEuDq6KbobZrglm1Hbh6pklazj3+ign/mcRbzqHWVqOHgVu9tmlEZsQB1+zkUzjY6OakIRWYFKeiz4yTmUgS35EkdV5nNBLwv1DglE3Tzn4LZqbtIqZjQ3UG1/XGBOD9//07Lv42l/cR2JSMf7iEs7lKcxyxNQYa4nsqVWPhftsVLexiX3t2M3cPLGz0L3Yw/Lj3fzZ+fuYfyTJ9xz7CtB5Y+XNalUBmtUxPFXhE93Pc/F7+zi32MeVr44wmrwNdy6HOXNBkjNC7CFvlH0+v/ggX586RWzJdHbt2DC9cl/F1f1EKWylgr44QXo6SfbUOP/22oe4O3uFH+16nuPe2lUTg9isUeiG1ZuC58qhwZXGahpjd6mjvNhRkpgRu6fJ0rF2JUfvS/NkLyc590Af5nYDOOuXk1vX98VEJlLa2cwFcsEqklcd3Me/jfX99vN8w2SkQ4iDrz49p8mFcbOL5Vo1oXIc/P4MubEEpS5DQpXRgBOKH9W26BCexrnZG/5gX+snMq0K7zuYNvXG/DA9r0F6soy+OEFlYrL5mzRLykQ9t5e1mCJgcjlssYgul+l9K018weGt2wYxx6rnse0WfC9uxHvFlUdcedwTK/GPx7/I1eEsP3v+r5F7O0FSK9wLriRmhNhDrleyPDV3jAtTvRzOd1ARuV9j6j5ljcWfmkFpRWpilJcmRyn4Lh/JvLxu23CT/qjzdLhRe1Wb88UG+tSJ/UMSM2LntQgm1thqBnq5gOM4+Pkks36RrPZry1rrpktnh0dyO13mdbM3MQ62uhqT71f7RAghRFizCpE2dCKBHhzAdqWZeEeGxdt8Dp2cYNxdJK30mkbo7Zqib+h92+wrHF8r+FyuFJk3MWZzSdJFiy4a6GDp70j77eKyzXdrja1Oyy0Y3LxmdjnByyVLn15mzI1HJk22SjAa2yh8XnSUokeD7yxz8tQ1zhbH6X4zxejrSbhZp6AJsQcNOcvc33OJpVIcPzHU+qZNBv12Xu1ewhpN5nKRhWd6efZQljeHh7gvvrBm02b3LvXH6tWOq+faZtuLg0sSM2LrtZvC02wUudZMyxSKqLkFnHIFtZzlqh+jz5YYdjSuis40B4LyemP9lk216tMAmiRx2i1rFzzbslKm1Yi4EOLg28S/dZXNUjoxSG4ohvOhaf7wrt+lT5c45CbXxLSoJr3QeipLK9VpUO2T2gZLzpR5qTTCW8VhluZS9KwY3LwPfgdz4A/KiG6r+G59bKmMt1TGxDTluQRfXznNifgkfc4U3Xr9cqpbJer7q5fH177fuPIYcjx6tc+/vuUPOX+kj7878sOoP8nA9My2HZsQYmOOe4Yf7X6GuKrwxfQo8cZlm8N/btVAXabPb73w79L6eC+9zfErvSzdM8TT7zjBj2aeX7N5u3NrPXFe+3Nj3BY3B/mmxZ5kKxUol9EVKFiX8g0uENfYnwaq5YLrpke12UfZ+iyYPLMmhm42ONxq1EJGNIQQLah0kqVDcZYOO9zSO8NRt8yg465JykTFs1aPd6rdxV/RllkwBaaM5ZmV4zw5dxxn1sNb9tGF8uYrZg4i30fnK7grPt6CwzMLR3k5f4jcHlp1ylMOfbrCuDtPIl6W85MQe0TQg8zDoVv7ZJ0CLdqHiT3AForYhUW8RZ9rhW6uVZZZNoUbPi83f0NJsh1EUjEjtl675aLbrRxifMxKDoxBFxVTfhcJVQGns4xzsyLxTkaD2+17xl/hicIgL+aP4K6wsTme7XpOCCEOpg2MVhZuGUT95BTfM3KWT3Q/R1bH1kwzalftF+g01m2kXHrKL/JMcYSX84f4/W++m663HA6dLZN45TK2UMCEp8E0+8zhP+/n5VzbfKe2VEKfv0riWoyRrqN8e/l2Hj9xC9/16KuMbsOVVzC6GlUp2kr4lsHqDu782n1nMjIvxJbwrcFTDoNOnEF3ERv+px0ZV1skAOTf47YzpTLKXyY2k+OJ88f41fijfHf3S3womd/U/lpNfVqj05grsXlfkMSM2JtMtaGu8qFgPArWBTbQYDekWbZ6M/0ZCtZyoTTIhXw/TmmTU5WUbp+cEkLclIo9Lp888iw/3fUqceXiNpymN1Llt9VyVnGp1M+bK0OkLzj0v1IkfnWRyuT02vL5cOVFq+T1fi3P7qCyxPo+/twcaIfUpQG6U1n8pMe8SQGFLT2carLO1H5uPd23JaU6H2yQ85gQW6fh35211Vgf9IzylN++YkZuuHeX8bHGR+dLmLkuXpkf5Y7UVUhe3tTuIuO4VE0deJKYEXubAk/5eGrzF4DBUq9RQU5vMMpd9+N8ceIuzk31MzC/wVHediMaQoiDqYORLKe/D3q7yfdrsrp64x6swBSOXe0aCDYuu9lpBUUnlTPfzN3Cv3nhu7CTCcbfqhC/NA8LS/XPUP+cwbLf7T73dpV4b7dOPl/9d2FWw/423TdVG0euJu0av8vweW79c9Vm9plEkdJ4D/HyYczUDGaltuR54yhr+DwWNQIrN4dCbFzDvxulqv9uny35/LfZd/LY5HESs/7af3MHpV/XAaMWl+l7fojLU4f5/KMVfrrrAk7DQPBGG/tWk+8q+hwS/F2I+vvQOIggf0/2PEnMiD1LKVVLzFSqqyBF6DS4NUvKbHRk8WqllzfOjRK76pGcKm7otYAERSHEekrDYB/5oz3kBxVpXUQrhUY3XX2umSA5EyRm2sW54LmiLVcfsOvfI4iz31o4RffXk6Sv+2S/fY3KxcurVS+NFRSdxLrGaU2dvm4vaHWcUUmbbf5YwTTesvUxmOrfndBzsLqiFlC/UYgphacMvYk8M2NDKNtPrFiqJmbCDUWjvlsdvMM+nIomxHZpd4PcQaJeKYujNI/lTvCZZx8kft3l2PQyth6bTUPFYZt/g/stvu5VHSQ6/Ll5hr4+gelJ88rRMconfeJqteF7fToybRfEXrO9bxWqVdP58DTT+vEG8Vti9H6xT+uIxc3AWktsTvHfp97BV5bvZDm4cdgCjlp/wwPtm2cu+gmceZfEjMLJbd3xCCFuXkorimNdzNzhkT9coc9ZxmlRzddJM0FHqXrFTSdaTe1ctkUm/RxzxRROAZyCgVK51jOsdiz7tfplKzW5+VHGoAzoimKmkmHOz60mwrZJq2pQHVqO1UORUj7H0rMs3KKZuzWB7e3a+BtK42AhqjqppGv1cmMoLMd5tljiifkTJK54pK6BXi40bniDByo2rMPqQFXxUaUKmGpcjDpna9T2NQYOyN+RfUcqZsSeZcsVRp7M80rhDh47fRvv/J6zDCXXBpnwSCBUS7mD0cKNlvBHCUYfXRwcpTlXHKLnVUXf6zncKzOb7HojhBCrlOty5X1xfu6HvsSp+AQPxxdIqkTTpY/L1sfDiYxxQTwLYlanqvtav7+y9TlTdjhfHubCfC/pFYO7UsFWgqU8O2jo3iiotGhcoeiAjuipso9bMLg5zXMrxxhyl7gjNsMRd+uWzQ6+d43CU9H7rVbVrD1nZnSclDb8jcG/4PCPzvLk3DEm506QfpXm322QhGnWV0iIm12rpuftlMokzsb5O+M/wuXnx7jl8ws40wuYmdmImBnx7zMqvh7Q2LorWv0utYNyQudRC37DFFOonm+DShhj/ZaVrU6tCsZRm/gOgxgenurUuMS6VNPsKZKYEXuXNXjTy3S/7VLKerxZGuE27836KHBcabp1MvKl1UaIG1udAtaX8JuGnjA5EyOxYHCnl7G5zXVaF0KINbSm1Ovz410vkNUOmSZJGVgfk8LCF343sgJdoxk/zYXSALlCjGzZoitm8yNxzW7g9/OFYTB1qdln8A26ZNFFuJrv5nxygMPu/LYcyka/9yAhd9T1+YGubzPgLvFrmZOkN/rGjdPS9vP3KcRu8n28Rbg01UtyUqEvXqMyM7vx/ci/w53VYXI6HKOD83nz9WRXX+MqHxN3cBMJTKm8PkkHmzsvSyP3PUUSM2Jvm5olVfEZW+nm/yp/P//vLJS7DSblc/KW6/zXU59i3EmtBjprIgNcYy+adjcwq6OPa5/L+x6x+QpMz65dGhakEZsQYuNqI1nuiubr+aOMu3PcH18hRSyyIsbFQSvbsqFro40kbMLz3z3lkLMlPjX9KN88e5LY60lSVxZxZpcxxdLGLvzXxMd9Xl690eqQ6VlSvo9T6uOFoVt5eugEE+/4S+4cfHXLDqmThEz4uw1GaNeM4mLxVIs60E77VMj5T4iqTSxlbPIFhp9aYeVakvSVHHaldq2pHZRWWBOeQhqx31bPia0TdR6wBowBpbBagwanoRomHHPd2v1KJ60V7k1f4ksffojMbfcz+PQi9vlXGt57g9+3LEiyJ0liRuxNtYDnz8zCzCz6DIx9A5TroU8doziS5cIHD3H9RJzx0L1Ls+AW1Wirk+ZbjSugFI2Lt1yuHle745eTohCiFaWqZc9a4+YUTy8fZymZ4KT3BgnHRC59HDR5DbSairnR+etBc1jf2lplokPRGp6+eoTkC0myFw3O9Tns8jK2VKp/ho5uOsKf4yCUTjd+nnXPhxJns3MwM0t8aYXRxFFWhlweO3ECtjAx005wHixbH0etne5ksPhYPAWOstHL8spUJSG2R0OTbVsuoR5/gcwT1dgaRBflOChHV2On79cSNP76fcH+j6/7QdQ5wFqstVitwFGgbMv+ba0GU0yoY7xGcWf8CqMPX+PysV6SMxnS3+7wPqNV7Ja/J3uOJGbE3hcKHNb3UUs5Yp5D9nyMv/3GJ7m9d4KfH/oL3hFvPV8/qhliuPlWs+VnN3ScUV3RwyRhI4QIscaiymWyFyz/47n7+cvRE4zdNsfp2BTDjiZDvO2qSs0SMI3PdbKik7EWlKlfTHoo7hq+xpO3J/BjcdJXhnAXu3Bml7D5PJTKmHwBrMH6/vpVSOpTfMzBm8/eKvEVXs628fPuQo6j+t1WkzJRNwoOqrOx04Py3Qmx1zTGk3V9akw1D2PN2qqZVq8R26MW2+sVTLDmd6+MBd+CUZTx8a2pn3+D83Lb1RJryZng3qVbF7mn7wqONix2jZOJxaoJuvB5t8lxiv1DEjNib4oKMrWGZv71SdTUNCOzAxTfHOKlQ0P82t9UvOPIt9aV4cP6EebwY741FG2lOjocWiZ2K/szrCPJGSEE1BvzmaKh/4tvMPDNLDPvHuV3/8a7+Ej/KzySPMdJz8fYtVOXoqpoWiVnNqKxCXBGx/mXhz/P1FiM/+fJj/J6+VYSMwm6LqaJzeTRSwX07DxUKpjlFWyl0lBy30GT4PCIcdS8+b1iTbKpg+NsXJ1JKYyrsBrUZho53qCoBs9Oq4GEsE6W4m23nRA3o2b/JoImvdasj3trqmiqyWxb2eRyE/Lvc1soHZwPIgYbfB9dqkBFUbQGjwopFas/3cl5ufHe5ajr8rcG/5yzPb384sjPM5hKVStXi8XqubbJ3yGlVXTyRpr/7kmSmBH7jq2UsWWLKhRxcmXcgkfZ3lgixbcWt0Viec7PMW8ME/kuVCVcYBh1gDJnUwjRRjhBa2192mbmWD9vTA/RG8sx4s0z7MyQUA5x5bVcAnmjCZh2I3YBTzmMOynGHbi76yrfHjyJcTVOycOPa+KzHl65AoUiqlCsXgCK1vbYIKajNDp0DrUOKC/W8lwWeSMghFhrJ294ZdBvbzAWKj5UfFRZc7XiMuCU8FT0SoqdiiuXUQd85in1WuzhYVS+hFpcrg6MLC5jy6Ut/CBiN0hiRuwfDQ3Ncg8fY/J/yXPr4Hn+2vA3gPCycmtvOJpNV3KUJl77Z9DsJqVsff751Hv49Mv3E387wYmZK82XyZamiEKITkVcSMffvE73bxzi2cH7eOrjR/n7p7/EYW+G+2MV4spt2cC806bmUaKea6wg/IHu5+BDMFdJcb3QxWIpwWuvHWLo8TEScz6ZF1yYmsb6BlspN//MDSPB9alOez0+dlI1EjUqWXvMWovyQe1iPqPxe17blBIcDKUuhT46vrpR41Kr1qIKJfypaWyxuPe/NyH2EhWqtGh8LKyTSobG10UlZ+Tf541rjO/Wrg5CNPx+re9j5hdQxSLZs0P872d/hDt7rvF3hv6cI24m8n6ksTF74/PBn+O4DDs+f+Uj3+DP7j7NxGQP6VdGiM9Zhv5yBv/VN0MHUj2vVqe/NayaV9/GRH8+sWskMSP2j4aAsTzu8h8f+F3el1i7WbOkTDPNuqUHjxsMj00ep/upBOnrPnY5t24fQgixFSpXrpK8cpVMfx9v3HErLx89hFaGe2MT62LbZpqahy/+GqtmGmsBG/dxTyzBPQ0Na38y/ijPXbuDStIhfTYJ8x74TW7WQ6XVUJsN1G6p6f0guKhVmjUJpvrjqzdLylqwYCM77O6MxhuAMK0MfgJMbwag3gjYOhpUtXeC8i16pYianWtdPSoj+OJm1cnf/XVxoiFh3dH7NCTgpWJ757RIdphcDlUqk5owvH1umJXxGLP9HuNO9fsx2DWDyOHG7IbqirBR53BHabpVkl8efIVfHnyF31vq55e8j5ObSND7ehrd+Peu1d+jZscvdpUkZsTeF87kagd3aADblSE/oEioMtC66W+nWiVwlgpxUnOG2KIPm53nK4QQjZqMVNlSmf4XFZ/iPXzhxF0k7vwfjLvzpFSFmDJktaJbx9Y0cu2kX0irXjWtpko1896et3jpwVFmr2dJT/SS9hycyTkq1yfWbxyM4Jlt7OG1nZqNKgaNfpvdUIUb2Cu1Y1OZmk1Xi/qePeWQ1Ypj3jTOO+Y429VTfSLYVFWTNMqAspC8luXQ5/KYi/nmF/+SlBFiragFIsLxI7xds+T2mhvvNg2Dxc6IrJQ0YAELxiq0sk37wWlUfZpTEJ+bxe/w47d4k7zr+Nu81TvItXcP09/zMMnLK/DSG5vvSSR2lSRmxN7WsIygchwqx4ZZOpYiP+aTUD6+jWhmSPT0pVbl+hA9kuhbS24lwdDVEt5svlq6LYQQGxXVhDFolNvQnM8sL9P/6ZcZ+ILH1Cdu4w8G38kd2WsMeYukdZHTsWt0x9bfZLeKf21XgdiEn+o6xw8++CZ/uHSa/9/Vj1NJ9NCtFExMNk9ShBvn7qOROuVUzzWRjRSbfdbQ51O1pMxONP8NSuON9df0NWj2PXvKoVcnuTfm86UH/jO5+8EPJ/Fq50YfRdlq/smlj7P49Djq0lX2xTQ0IXZaq6a7Sq+Ng1HVC+umKQX/dkP/3jptyt1uW9HaRn931lZXXKwlZtqJWqTEt2ZdcqZcb6Zfffz+uOFXx/+EqyMx/lHi+3nj7mG6Hu9m5M34+sSMLJu9L0hiRuxdDUFEuS4q5pEbTrB0WKP7cySU33JFEui8yWVAo+r7rOCTs2X8ooOzUkTlS1gjpaJCiBvQyUWQtZilJQBSUz7fvjbO1ZVuuuIFUm6J2Z4Mw84rJJTCUxqH1WWQw0sib77VYGdSOkaKGOPeHH7SUkkorOegHKf1Mp6BfXRBaI1dXYmj4xftn89XvTnQjLrNq1CDhM9IYokFZzM1VkLcBBqSsjf02hvZV3gfYmt0ME2ter8So5xSeN1F+pI5PFbvHbYqcro49DlxoMjtXddZLsWZGkyixoZx5pcw8wvRDYHl78OeJYkZsXfVRwR8lBdD93RDbxeXP6j4a9/5Ve5IXuGQU72ADBIp7RIw7UaMwzcxRVvhTMVwtdKHO+nhnLuAzeUwpSZNLUEaaAkhmouKC8av9htpETMyz1/GWxnBjw2wpBSLGv7NB25l6UMJhr0FBt1FEqpMTPloZejRBU64PnHlNW18vtU8VaGSNpS6HSqZGF48DpVKdTnP4MZivy/N2eq76iD221p/mU5GUG9U1AhslHYNo5vtV6va9ygrMwkRrekUv00sT99YaRhoFXf2a5zdD8LV/A0xULkuzuAANptm7nb4lfu/wGFvhsPu2mb6vjX1CphgQDis1TTUcGN+B02fAz/d/xgf7XmBX9Ef42JhnOTkMENfu0Ll/MW1O4n6exEs3S7xfNdJYkbsC8rRqFQCvytJ9vAi/2Dgjdozsfo2rS4qN1o1A9Wmv/MmwWQli5tXzTPPkQcsTQ+FEB1qEysqV67iXL1WvdGuJTm6jjzCq+8aZS6RYimeIKVLxFQFT/kUnEXGnPnaFJbVhpLbmZzx8LExi58AP66JeW61nHvb3nGXtErKBD+3G03d5ea/7Rrid0KrWpm+EKJzW3lduI+mgR4otXNwvYl9Y7LecbDpJCabwO8v87H0NTI6AaxdqcRRGhNKtt3I4HJcedzpORivxPuGzvDbx4fw4x4DXanWU+rEniOJGbEvqOOHOf/9g+RHDD929LGm2wXTjzS6Zalgp6OEDgZH2c6bNdabuEnwE0Jsg9pFVv9rBb79+Tt4zgM/brGaapxSUBkt8jce/Dp3JK4w4iyS1WWyyjLgJCNH5rbCuLvI3bdf5MzAADN+F2Mzh9GLefTFK5hCobrRzbBiSFSviGBFpqDHzC7fT0VN/93uiiohxBZrXNVJ7ChrIvr8aAdnoJ/r7x9h5RDcfcu5NT2+Gm3lZNCg+f970m9y8d4+Xjs8zKXCENk730n3m0vY519vXnXV6bm5VYWWzBjYEpKYEftC7lgP7/2B5/nZgW9xwisA6cjtDJaCreCgSKpY04tNg8Vgmi5JB4R6NGzwZkKCkhBiq4WnAwHOY69w6AlVvdnXes3FeeE77uC/9z/IO4cHuD19lWOxqXqCJq68bameOe46/JMjn+fKWA+/sPzjLF7JkJyKE5+chkLhYMfFDXy2IIGmlG256kZgK76nqP2FG93f8HvIiKwQu0f+ze282gqDayiFchzMQDcL31ngo7e9zEd6XsJtMam03eIkG+UozQeSRb7z8Nd4Y8Tn78Z/mLMTA/h/1kXfiw7WNGm838nfodrnA6JXfAot1CI2TxIzYk9SXqw6fenIOKWxbmZv97gtNcGwkyelWv+1DTfBbEaj6iG12cWx2WhCRgghtlNwMag0tlJenSrUMGIamy0wc66XL68keCpzhN5Enrt6rvLJvifp13kGHIcUsS25KQ+qFCf8El9buZczuSH0tEds0cddKWN9iaNhagd+Hc3OadtWFbMVzUmFEGIfU66HTiaopGJkM3luS11n0FnCUc2bqYdtVXyu953RRW7rnqBiNddHDzFw6hgqX8QuLkG5gikWqz3gIj9M86RNvVKo2fbihkhiRuw5ynXRPd2oTIq3f2yYd3/0RT6SucYPd73IsBNHo1eXAq0lT1wcHFWdvpRU1b4zwVKhzZpqOayuvFSxfn0fYT6aUrAct1YyTUkIsbuimkA2xCTn9Qvc9p/HsDEX6yaxKsWX332EKz/Ywz3ZK3w0+yInvWr1TDCWF4zWbbSSYtkWmfZ9vrxyG//hax8kc97h8Cslks+eg1IZfyVX3TDqQu8gNASO0qSRYtD8t9o3t/nvt9njjY2cg/Ng+Lsq2jJl6+Ph1M9pUfsLyuvL1qdiy2h0ZMl9x9U765YDlioaIcQB1hDXdCYNA70UhuM8MHyWH8y8Rla7QGeJmY2Iiv2N54dhJ8kvDv45s/0xftH/JOe8UeJz0PdakdhCCefyFJVr15u/SUQFjDV2/bSnINZL4+AtIYkZsfcojUrEsakEhbEKf3vky/RpnwEniaecluV+4QtH02E5nV8LrlrZbW+QKYQQ281fXES9WkuIGIuyhu6Rd/DW7AAxXeGhVIZD7jywOsc9SMisVgrqjuLhkvG54mc4WxgiddWh+7xP8vIS/sxsxM26XntRF+xbaeCAJGe2aeSw1XnPYEMJNouPRVuLK4OYQgix/ZSCmIfJJCmlNcPxRUbdzLrNNrMQSSvh2N/4Hp5yOO5lOGIN9/Vf5gvjA/hJl+SMh/E0qYU0ei6B9Q3W99sPkDSZviW2liRmxJ6jkwlKRwcoDMWJ9+UYdEx9+tKajLA19Q4xnSwr1yjYVzBKGNWEq978F8DYg3HjIITYv1pdCIXik/X9NY9nX5+l+OkBnhseYOLDXfzE+BOMuAsc8+bxsCQUOEpRsnbdJM5wBA2lbTDAv5l6H5996X6ciRiHni+RvLgA0/OdfYYg2bCf42pjw8MWvQeU1ihjUT7kKx7T/goJ5RBXXtMKpaiR0UBwHgw/7imnPp23kxsAjYrstNZqmXXfGoxVWFVraBz+/IH9/J0KIUQ74dhnLeVbx7nyaJL8eIX70hfWbd6uh0xj1WqzCsbgfNB4TgiaukedJz7W823iD1e4Vujm1TuHmc3HsW8Pkb48TOaaT9dj5zGLS9hSqdo/Juo8FnzWdb8Hvb6KRmyaJGbE3hOPkxuNszLiMNS9TK9O4CmHsvXrAQnaz8dst3x2IAh+wWNBYNt0818hhNgujXGt2QVRwwWU//oZ+t46x8Cxw7x2fIy/zJ7iRHIaw0VSuki/zuMpQ8G6lK3Gb0hUO9h1jwF8+dJtDH3ZIzldJvncBfypqYhjDi8nHTr+/V76HGrGvGZ6WVSlkONU/6tNZSpUXBaMpawqeI7TtA19hWC/0Vs0nueq57PofUVNS2rXfLil8FQ0meYrhLiJLR+O0/WuSR7qneR0bILG5bFbCbdnqFfxRyTjg/OBjmi90MoHkkW+K/kMZeuzfLjMvIH/74kP8I1LtzD5ahfZ17pQxVJ1QCdo7Nsunku1zLaQxIzYc1Q6yfxJh9yxMu/tu1p/vNqwt3mg2EiJYLPMcjjxYzA4tffb7eVNhRACqN0ENxmhatXXw1qs76NW8mTfcvkzdRc6XSGdKeAoS9yrVFcKMhrfdB7wii/3MDBRIjZfhGKx/bHDwRth6+SzGIstFEhMF1AmzoW3+/jlvo9yX/YyP9X9Et06EZlOCQYIwhWdrapZorTqE9MsWRMeqAg/V7+BsFoSMUKIm1NEUsLWVtvz1Oq9A3SW6Hbq50S9pkN8432KRrdcmKRVol2j8JRDHJ8ebbgzfYX54STPVTRXPjxIfGGA5LSPt1whNrWCPXcJW67UFxpY/4Ht6lLbci7YMpKYEXuOP9jN0Q+f558d+xxjTglNCgga9kYr2jK+tXg4keV/UTq9qNU7sYyGEEJ0Iqr5byC8nGXQpC98wWQt/tQ0h3/PQjKBdR3wapcBVgGqOmUzuKjUEQmahhUZRlYuYheXsJUKfqFJYmZdkmifVsoETX2D32vUd7GmisbU/9+WffzZeXQuTzIe5yi38PKrd/LN+2/jOz/0OvfEot+y8XwWNKyv7rf1VN3wQEbUVF2ojsCWrV+bArW2LL5sq88BxHHX9nBDoSzVqqfgJkWqZoQQB1lUw/rgMQWOstV+lTVBDHWUIt5mdabVexxn7QInoTgfnnraSYK+OtPArDaCBzLEySj4K9k3+L7MayyMO5x/oJfr5R5+6+K7ODfZQ/r5fg5/Jo9dWsYsLmPLpdXPCg1Td8VWksSM2HOMpzmZmeHBeAyIdV5WvQWCi9edfE8hhNgSHSSbbaVC5fpEbftQIicoX94tB/GmvrEyyPiYXA5VKhGfKZDKOiwuOpRtdC+BrW5Ev5n9GUy9aif8mBBCCKrnUKUxjsJzfOK6gm5R3d8JR+nIBUwaV2AKfm4X28NNgoNte50UvcAh4M5YgWn/LGeHhnjSOcbFq+OUx/tw5xKoUnk1MSO2nSRmxJ5WH/VrE3hcnA2tQNFqrn3wnuUgG40FZVGOxlYO4M2DEGLva9Zkdc1zZmPFKLXpTZH7Cm3TscaKkmb7bVYWvdcF1SHhY23V/Dc8oqqddaOsViusBk/56NDlWGO/s7BqyXvo5yacUFKo3blTKx1ZURNVrVO0FXK2TNF3q6X7jZ9LCCEOqnB8rw1s6J5uVDJJsVdxb9c0J1MTpPXq4iLNqhXDou5JmjVmD7bppGKmVYVNuKpSo8jqGD/U8wyPZM7w1MAtfOO+k1y62sep/5REPf5C28/Q8vwvOiaJGbEvtEvOdDISGA58QYmgbhL2GkcErQK0ro2A7tMyfCHEwRaVDGmXaGm2ygI0753SJEmkalOfrIle/lo5Tm2K1T6OoVGNfaFt89/q78apVyZZtTp7zMFGjoQ2Ez7fteof08l5sdUUYVjbHN9gKeNTtpay1bWPpvb11ymEEBvSMIVJJZPYbIpKCsYS84y4CyRC591mfV/WTg219SlHrV7XqNNFUMJJmOAdqgPQ1WlWmurqgA/G4cF4jk+kX4Khl/ivR0b4zc9/X62hBM0TLmuqb6Wi8kZIYkbsOe7MCn/y5H2879QYP3LoOX62+41a1jn68rFsfS5W8sybGINOiXEnFRms1jwWWmo7Kuus0Wil8FGUrYOyteVnZYqTEGK/2OyoVbNlrKP6p4Ses0H/Gbs6oth0Ce+DoNNVKaypJatCL7WgjF3XWb5ZgqbtstlbKLxsa7BKiMFQtoZ/Nf0In37zPuy5NCenpvBNk8ooGTEVQhx01mDzeZS1uCsDXMz3kXEKLJlL9OvOp6M2VrZsRVIm6j2C/Qd/Dip6miWPfKq9c9rG9ajqW7EpkpgRe469fI1b/2ucUn8f/+Zn388Pf8crZDW4TZr6Fm2ZJwpHeS0/xjvSZxlNLbUcAYS1F7+NjRSDEUTHKnw0JeugTK0pplxsCiF2Q6vYE6yOsN3vo3T0qFjw3sHy11HHEjX9J/z4fuoxs+b4O0jWNzYJVtUVjVR1lmykqBUDi7aMRpNSTToF07ziJlz6HrX/8Osr+Pi2Wh1TrE+rsuQsfOrxR7jjX17HLl3GLCyuXfI8PGrq+/vn+xRCiI2yttr0fnYe5TgkZo/w5vwgGstM+nVGbaXjBUnWr3rnd7yQSaDT6smgoXuQmInaR1BdY6yqTll1nPaJFyOJma0giRmx59hSGWd2kXjZh6u9fGrxHjJOgbQu4kQ0HVw0Sb42e5rLSz0sD8YZcp6kW+c47GoyOrELn0AIIfa4G0mEbEfl4H69id+C4/Y76EGwZvvQiOpmlswO7yMqkRMkZc6UHZ7I30rZVhsUF41H8pqLf20C225pdCGEuBnUervFlg1XJnooVVxe7xklqy4SUyU8BQml6Nax+lSlra5yFAeHJGbEnmMrZczUDGphkZP/3ePTT30I6yhM8Le1sXLaVAOiVzL8+R0jfP7+exgaWORfnv4j3tcmL9NpI0WgunTsfhrVFULcHFpVy0Qt79np/hq3Nz42appTq/0GDQFNix4s+01QodRivn19u2aUWu0z04HGJpKN5e6tGkE2ToMKmviahqRMsPrSsi1TsJZffPOvUPj9EWIr1SVblYGjZ2cxpYgVOmqfWSplhBAHTqvm9bWKyK6nL5OYHmJlvI9f+f6Pct+hK7jK4Gqf46kZfq73SUadZGQz4HCM7qRSptUCJu1E7b/x/BFsoZUNtXK4wesH0RFJzIi9x1pMLgd5Bc++SubZahmdinnVBrzGgO9Xfw5eUiphjWWocA/ldJKJnMv1k934dq6+zWYaBxurMUhmWwixR212ClO7pELwcyfNghtfH56e1Gpf+9lWfJYNfncbaRAcZhpGM6rToiqUa4/71uIohYfBx7JkLAXrcPlaH6f/5Az+9HT980a+c7sVt4QQ4oCrXL6CvnKVnpPHmXxwmNcTQyiqyY3l3jjz3S4Dutpst3FAuDFGt7LR+L9Z9fexbDwpE/ws54MNk8SM2LuCZelqo73BahbVXi9Bc8nac7XHvCvzDD3vsjzh8suDH+Pzo1f4xMDz/FC6mqDpZHm5wKWK4f88/72cm+in75ytJoMkyAgh9ooNNJ/t2I32q1lXSdOkkfBBt4nP20kPmOC5Ti/OfWvqI7TLtsiS7/OV3Al+5bmPYmbjazcOvnYflFEMfFthc7nOP8vN9h0LIW4O7aokw+aXGHlykNzbPdjaufSNnj5+4Pa/QTJdQtUai90+OMHfGf9TRpwifdolqWIbavrbrGoyvM1m/Wkuzq9ffy/fvjzO0akNTFsNXz/I+WBTdiMxU6+hKpJfNy1FiLUUoMEHyh00ljr7OuqiS/fwIPnyCI+NjDL/jjwPH/4GnnLWNL1qF7iezWc4++UMXWeKpN6aJV9ZkkAjmiqSD/9xY13bbg4S+7fCmuoE2sekdr/nqIuorfxubpbvOfy9NK5U1LipKUFpgWKuTGUepq+VuRzTlK2PwaDRa5aphmYX2lHJmdXHGl97xS9xuZLmNy+fZvT/s4D70tstq11sxSdXjpi2VP8gQdPnqCXXb54qGon9bUnsF/tf1N/bxkEMY2Eqh/u5a3Q7qh76nJ5uCqdG8JOr7ROevXeYz3/0GPcmLnLKW2HAcWlSk9jC6vZR54+wdgPT4b5jv3v9Hp772jCJqTL+pSlKNrf287ZcjICbolpmu+K+sjv8i1NKPQQ8vaNvKoQQO+tha+0zu30Qe4nEfiHETUBifwOJ/UKIA27L4r40zxBCCCGEEEIIIYTYJbtRMRMH7q79cYrqJBUhhNjvHGCw9vNL1lpZTzZEYr8Q4oCS2N+CxH4hxAG0LXF/xxMzQgghhBBCCCGEEKJKpjIJIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSScwIIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSScwIIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSScwIIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSScwIIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSScwIIYQQQgghhBBC7BJJzAghhBBCCCGEEELsEknMCCGEEEIIIYQQQuwSd7cPQIitppSKAZ8Efhy4ExgG5oBzwGeA37TWTu/eEQohhGhFKeVQjd8PAw/V/v8ewKtt8nVr7aMb3Ofxhv09CGSD56216oYPXAghxKZtZexXStkbOJTfstb+zA28XogNk8SMOFCUUqeBTwH3NTw1UvvvXcDfVUr9rLX2T3b48IQQQrShlPp+4PeA1BbtbxR4Cejfiv0JIYTYelsd+2/Q9d0+AHHzkcSMODCUUoeArwJjtYcs8A3gLDAIfBBIAkPA55RS322t/dpuHKsQQoimetjaC/M4kpQRQoi9roetjf3/bgPb3gk8Gvrz727hcQjREUnMiIPk91lNylwAvs9a+0LwpFJqAPgD4ANUSyL/UCl1i7V2fqcPVAghRFsTwNOh/z4C/K0b2N8y8BzwVG1/CeC3bvAYhRBCbK0tif3W2r/Z6bZKqT8M/fE5a+3LG30/IW6UJGbEgaCU+ijwHbU/loCPW2tfCm9jrZ1WSn0f8CJwAugD/h7wD3byWIUQQrT0p8BRa+3F8INKqXducn8TwF3Aa9ZaE9rfo5s9QCGEEFtuq2N/R5RSvcDHQw9Jwl7sClmVSRwU/1vo599qTMoErLUrwD8OPfS/KqUkQSmEEHuEtfZ644X5De4vb619JZyUEUIIsbdsdezfgB+jOuUVoEy1Al+IHSeJGbHvKaUyVKcnBX6jzUs+TbWkHapVM+/bjuMSQgghhBBC7Gk/Hfr5i7Jyq9gtkpgRB8G7Wc10r1Cdj9qUtbYAPB566P3bdFxCCCGEEEKIPUgpdSsQniol05jErpHEjDgIbg/9/JK1ttLBa55r8nohhBBCCCHEwReulpkGvrhbByKEJGbEQXBb6OcLHb4mPIf19BYeixBCCCGEEGIPU0pp4K+GHvp9a215t45HCEnMiIOgP/TzRIevuR76uW8Lj0UIIYQQQgixt30XcDj0Z5nGJHaVJGbEQZAJ/Zzv8DXh7TJNtxJCCCGEEEIcND8V+vkla+1zTbcUYgdIYkYcBInQz6UOX1MM/ZzcwmMRQgghhBBC7FG1FV1/KPSQVMuIXSeJGXEQFEI/xzp8TTz0c6dVNkIIIYQQQoj97YeAdO3nCvB7u3gsQgCSmBEHw3Lo506rX8LbLTfdSgghhBBCCHGQhKcxfclae73plkLsEEnMiINgJvTzcIevGQn9PLuFxyKEEEIIIYTYg5RSR6g2/g3INCaxJ0hiRhwEb4R+Ptrha46Efn59C49FCCGEEEIIsTf9VUDVfp4DPr+LxyJEnSRmxEHwWujnu5VSbgeveaDJ64UQQgghhBAHU3ga0x9Ya4tNtxRiB0liRhwEj7G6ylIaeKjVxkqpOPBI6KGvbdNxCSGEEEIIIfYApdQjwK2hh2Qak9gzJDEj9j1r7TLw1dBDP9PmJT8IZGs/zwLf2IbDEkIIIYQQQuwdPx36+XVr7ZO7diRCNJDEjDgo/n3o559RSt0ZtZFSKgX809BD/8laW9nWIxNCCCGEEELsmlrF/CdDD0m1jNhTJDEjDgRr7ReBb9b+GAf+WCl1T3gbpVQ/8DngZO2hWeBXd+oYhRBCCCGEELviE0Bv7WcD/O4uHosQ6yhr7W4fgxBbQil1CHgKGK09ZIGvA2eBQeCDQKr2XAX4bmvtVxv3I4QQYncppf4EGGt4eAQYrv28ApyJeOlHrbVXI/b3T6lelIdlgFtCf34hYn//2ForK3YIIcQO2OrY37DvLwAfq/3xy9baD9/IsQqx1TpZvUaIfcFae1kp9X7gU8B9VJfCe7T2X9gU8LOSlBFCiD3rDuBoi+fTwL0Rj8eabH+kyfZhUc/3tXmNEEKIrbPVsR8ApdQQ8N2hh35zw0cmxDaTxIw4UKy1ryul3gn8GPDjwJ1Us+zzwNvAZ4DfsNZO79pBCiGEEEIIIXbKT7B637sIfHYXj0WISDKVSQghhBBCCCGEEGKXSPNfIYQQQgghhBBCiF0iiRkhhBBCCCGEEEKIXSKJGSGEEEIIIYQQQohdIokZIYQQQgghhBBCiF0iiRkhhBBCCCGEEEKIXSKJGSGEEEIIIYQQQohdIokZIYQQQgghhBBCiF0iiRkhhBBCCCGEEEKIXSKJGSGEEEIIIYQQQohdIokZIYQQQgghhBBCiF0iiRkhhBBCCCGEEEKIXSKJGSGEEEIIIYQQQohdIokZIYQQQgghhBBCiF3i7vQbKqXiwN21P04B/k4fgxBCbAMHGKz9/JK1tribB7PXSOwXQhxQEvtbkNgvhDiAtiXu73hihmpwfnoX3lcIIXbKw8Azu30Qe4zEfiHEQSexfz2J/UKIg2zL4r5MZRJCCCGEEEIIIYTYJbtRMTMV/PAw30Wc5C4cgtgRSq3+bO3GXuq6oDRoVd3NLUe59OEuikMVfvjBZ/iFvtdxVPu8YtGW+VuXHuXlZ0+QuqYY+eokdnIa6/vg+1hjwbSoqr2BzyBuLkXyPM2fB3+carXtTUpi/81iM3Ez/JrG1ymFTiQovPtW5m/xyN1Z4Hce+U1OuCl8azBY/u3s7fzRiw8Su+5y9Avz+G+c3fixKVU970Dr84IQIRL725LYL26I8mIo10H39lAe76OSdlk45lHqgfQDM/ze6T+i29nY36tZP8e/nXmEF2bGmbjQR8/LmviCoev5a1QmpsAaue4XTW1X3N+NxEz9aidOkoRK7cIhiG0RXPA2XFDXHuz4dTqRQB0/jMkkKGdjlLscFo67HP7oFe7tu8IP9L7NoXj1r2675IxvNX+t5xW+OO7y+JVjLKpTpCdOEFsq46yU0fMrmAtXsOVS+8+mtQRq0dzavxZyV7eexP6bUTjfEsT6xuRHOCHSyBoANHFssgcv6+H25xkZdTjkVc8DvjX0x2O4V7twizESnsEP/n4p1Txma7X+fBUchxN6f4n5ohWJ/e1I7L9ZNcbfqPuEqNeo1ettnUiw8H33MXO3opK2MFDEi1cY7V1kMLnM+/te52R3grhqfUvr184lUL136DMJfrT/LR4qLfDq7WO8+I5xLk/14nXdQdeZJZzrc1SuXL2RTy8Osm2K+7uRmBEHUfiC1ob+fnZyQVu/IK8GYZVMUhjvotDvkRvSFPuheKLAr93yGR6Oq5a7auQozfenl/l46pv8Tvdb/NNLP0j+uktixiG+ECd93cO9OtFBYkajtAIcbKWyoWMQQoibXigpo5xq1sOGkh7V+BqlGnOttU3z+47SaCxKW6wGW3+v0P83OxeFn7MWMKF4v/Z0JoQQokONVZAQfZ8QsY3SCms0WB+ViDP5Dvj5D3+Fo7FpHkhcJqUsfTpGXLm1AVqvo0MytZOIA6R0jO9KFvjO5Hl090X0qOILuS7+H2d+CmWzdFUMXL0miXmxoyQxI7aGtdWR0VBGuvPXVi+EnZ4e6O+hMtjF1P1xCoOWSlcFt6vEqeFpunURR62WrmuiL+R9a9ZV0jhKc9ibofvYPAs9KfJLHk5Ok7+YZGThGO7CCmZyGrOy0vQYrZGWTEII0ZHGkVFrQ48ZcBycvl5ULEbl8CCLJ9IYB5QFLMSWDe6Kj7dQQL9+HlsqE5srkbniUBhI8GvT38Edqau8P3WGI26KE/FJjo9Pc97pZ/GOHrrcO9BT81SuTdTOMRHJmYZBgTqJ90IIsbXC8b8Fp68Hersh5lHpSpDvjqFGC5yMTzDizpNVloTSeMrpqKWB3/B+4XuH6s8ajcJRmhFnAf9Ujsl4Et/rpi93HJUr4E9ORw/gSrsDscUkMSO2Tqs5+bpWFx5VFm4tWB97ZITpB3pYPqz40Cee5pN9T+Ipn4TyyaoKY2687SH41lDBx1iLp5w1jz8Uz/O79/4GBetQtg4+il+99FHOx06Qmuii70kNZ85VX9AYbGvHKIQQIiSqL4t2qlUx1qytMAxivQHtupjjYxQGk1z+oMMvfs8X6XeW8dGUrcNnJh7glUujxM50c2JuEP/iZdxXztFzJk5y+gh/7L+TzwxVKHzHn/LXu8/zwdRlHjj1KR47dJxfLn+cmbu6GXkyTWJyejV0B4MHkQkas3qMsBrvleqs/F4IIcSqIF6Gr6fb9e5SCnN8jLnbMxR6FUunfFRPiZ+763E+kppEo/FUtZeMRtWTLs0SNME9gW8tceWuuS8IXhd+5J6Yz6ff/R+Zemeav3HsJ/Djw6QnKqQey+PPtamsF2ILSGJG7LyGkUsVj6Ncl3JfktyIojjs896uN3lPQlNdOKyzEsUwgwHWBuCMinO6tqsgiL+j9zyvDR1HWY3pTqHT6WrZfLmyueofIYQQ7WmNiTn4SY3fXeFD6dfp0bBkLCvW5Uz3MFO5NBMzcUw2ic6kUYkExGNYR+GUFKqkKZpqUO/WCXq1Yil+mcGhRaYqPSyPuKQPjUK5gs3nwfcx+QK2WIwusxdCCLF7lKaS9ij0KQr9luToMiPdS5xMXCejE/XNGqtgtkpKx7gnBkVbYLx/gen+DE7RIRVrch8SlXwS4gZIYkZsr2ali7XkjE6lqDx4G7mRGFMPau55z5vckpnm7tg1yjZeLy/slKN0ZB+CYB9BMA+mO30w8wrnHh3grYVBLiVG6Tt6F+mLK6iX3qomZ2RlDiGEaC7oyxKuJjF+tX9MWGMVojFgQRmLM+fxn2fey4of56tv30ppMY6XLdKdKWAzFaYf6CF2WzcTDytSp+bpS03zaO91BmNLfDDzKppYPcYfdcv87ZNf4cKRAZ69/QhvfWKQ+ekMPc/HSMwael6ch9fPVFfksw1VMkIIITauVVVhu/gaeq1yHJaOxFl6oEB/3zI/cfwpTsQmuS8+CWSA9U18fWuaVs4E9wSuWvtcY2Kn8XUazUP9F/n03f1UUgn6H0+17lUmxBaRxIzYPlEl7uFu64CKeSwfjrN4TJM8PccvH/4Cg44hpRwMBt1Q9dKJThM5vjXcHivx90e/xOv9g/zCtR9nzsbR5RSp19xqYkYIIURr7S7Ga3G/2tCxYVqoBW9F8czMEWZWUsSezdA1ZZm7w8WcLuAkfFYOxVgxiu/4jpf4L4e/jsHWqiLBDSVlAAacND+SmQFmcPrfghPw6eUu/o79UeJXYqSup/HeclD42EqLhsCdfEYhhLjZbVW1iFKgFYU+xR1HrnFP9xU+mX2ZUTdDkJQJC8f9cFPfVts1bl/X0JtSoziVnODU+CRvroxhE7HVKa9yLhDbSBIzYvuFM9ONo6uOQ7FLURgwnMguk9U+ceXgKQdN8wRLs8a/jaIaAQeNgx2l8axDVvn0O8ukugoU+2KUsppU43ELIYRordmoaS3uV1fZqMZV6xvc6SVSZZ/eZIbrdhynCL1v+cQWKpR64sxmeyBmKN+eI54o886ut4HVho2Btn0GaucL61gWjsfIxO/BKRrcXBlV9NEXr+HPzDYcrxBCiLbCjd3D2vXmCr3G6eulcP9x8oMei3eWeXff25yIT5LocKA1uCeIuuYPC84VjfcQUa8Z92a5rXuCs90DmKSHjnmYUln6TYptJYkZsX2iStzrj1cpz6MwoPAOLXN793X6tLtuHmmzuaTtKmPKQfAMBerGLHmqttxemRynByd4seRQuJhZd5xCCCGaCFdHAs3j/urjtlzCnLsIStP9mkfPl+NgbLX/CzCgbgcbZ+mkzz97z6d5b/ISPdqFWoVMMDJatn6tulKvS6avuUi3CuPC3N2WmYcUzopHbC5ObAlGv+bD7FzoOIUQQnQsIjmjnGqUtr4f0XA9VD1vLQz1c/4HXI6cus7fGv82P9n1CgnlkFQJGjW2Jmh8rFmiPryia6tpTYHT3jRez7d5aXAMP9WHl4ijrMUWGxIzweeWqU5iC0hiRuwKFY+jsxlsfw+lHsNY9zIjscV1HdOb2UjfmU725QEx7eO6BiurpAohxMZY05Cc6eAltRWbbKUMuRzKcVDJJCrmUc46lLqBrjLHvGkOuev7C7QSPkekdZF4d4GiSeBky6QTZQr5GIVkjMqipjScJj4xgC0UMCs56T0jhBAb1RAvrbEo3bq6XadSqFSK8kAGtz/PPX1XOBW/TrdOdFwZf6Oa3U/EFfQ7K6S9EgVXgdPi/kStHxgQYjMkMSO2T30Udf3oqT4yzswjw+SGFXc9fJZfOPRlxtwlXJJNd7fRZExUkqdZoHeUQiuLUhara5l+7UjzXyGEaKe+MkXtz1HLT0eNKmqneuHuVJfX1l1ZiqfHKfZ6XP6I5eff/VVOxCe5zSsCqfqIZ7gK0lMOvm3dJP7h+Az/4v7PsugnSOgyCVWmYD2W/CRvFkb4rHoXvWMn6TpfwHvpbWypXB3lNbb2/3IeEEKIdRqbuocZH2vV2u3qFYwGrMHeeoyph7pYPqT4gdse48d7nmTMreCp9JpdRVW7RMX8VueBoNKyVVVN8F4AfTpGVvuMJhc5Ez+E8jyU40StLyLElpHEjNh+Sq+bk2m6kiwfUuRHDI8OvMGjSQOko1+/hRrLHdc0+1IGrauJmeBGwVpp9CWEEBsWjCC2aAxZT8q4LioWg1SS/FCM3IBm7Nh1/m7/q7UEeygpE6Fd0n7ISfP96WVgueGZBd5MneXTR+5jeSGFl48ReytRPfZSqRr7rZGBUCGE2IzwFKdwnK5dV5d7EywdhdJ4kXdlznBfPA7Em+7OYDexJMhawUpO7cSVS0rFSLvF+n1BdcA5YsqSnCTEFpHEjNg+QU8BaNkEzLSYOxQE0GYX3kEfmXZToFrNOXWUJqUcPtL3CkeSc/ze9CPk3n2S+EwR5/UL+PMLLfcthBCCtRen9ZHRhtWZan9WroszOoLNpli4s5eZuzWVtIXRAulUke8/9MK6CsetKG0PEjwGQ9n6eFg+fOp1nu8d5/pdXVx/5DjeombwhQqJySLetTn8y1ej+yQIIYRoLUjOBNNdQ+eJlVGP7vunubV3ihPeNL6NtUy0NzsHtGsAH6XZtpGJm05OPXJ+EFtAEjNie4VK1qvWVqAoW10xo1VQbbrShjX1xExjM6/G7Sr46IbFt+ujr9aQVDF+NDOJyVzn4l29PH35LlLXXUYmeiBIzLTrMC+EEDez8LSlqBHEcOx3XSrjfRQGE1z9LstvfOTXGHOX6NOQUA5x5eGEEu6t4nu7bcLbVvApW5+C9SlYi6PgHw1/BWekGt818JXcIf5R5sfofitFn1Y41yerh1/riSOEEIKmifem2zVUz6+Maf71bZ/jlDfHoNP6lrTVdX4gaiA3qjqm3X6C5IxvDcaGsjI64nXNVqUSYhMkMSN2jQpWzL6BGZvOBoNhq+qbatWNQ1z7GNdiHCXBVgghtoG1Fp0v4654eAsxvr58mpOJCT6UurhmZb6tZLC8XLKcLQ8zUe7hjdwIWhkeypzjWGyacWeZI26SY9409lCeRT9JbDFB78UBbD6PmV+Q5IwQQkTpcNBSuS66txeVTlLqtgw5y2S1aln5vpULfnQqsnLGSHsDsb0kMSN2RmPzxIZY17j8XfjPQWVLY7a82shrNXCWrR+ZUQ9vZ7CY2nbBSaDpXNPGnIwEYyGEaC6qqrDZY76POneF+NU447Fj/EH+UQpjFRLv/wN+KLPY8VtGLXva7CI+Z0v8n5c+wfOvHid5xWX46TLGVfzxRx5g+OQ0Hx57nV/oe5qTnuXX3vk7XHmgl38y+P045XESMyW858/iL3Z+bEIIIdbSqRTL7znO0iEX5/QiY26Fbp2IvCZvtuQ10LYRcNQ+Wg3ONnutVhYs1aRMp6TCXmySLAwstscOVpo4SjdtCtm4nRBCiN1njcXkC5jFReIzBdLXLLEZh3k/tW3vWbaGy0s9JK65dJ0zJB97g/QTZ0lfdJiY6OGt5SGWrCGhHB5NlPlk9hq9Q0sUujXltNt6uVQhhBDteS75PofcqGWoa5m40m37RIaZ2v+gxcBqE5u+DwhuMdpN1WokVfdig6RiRmyPTrLEFhrzKVHVLnTQ1Ku6ZGr7THjQOEySNEIIsUuURifiqGOHqPQkufaeNJn3T/DOnikeTp4HNjeVqZO4bq1ac+6xuTwjT+TJXYjz1MOn+ZeP5jiRnOJj2Zfo01D2HTwflCy6IYQQN0wlEizeAt33TfOdw2+RUGtvRVtVQVbvCdbur5Nr/41WykRuH/SSkWoYsY0kMSN2jYpIzETpNJh2sl2nzYXXHFurhmZCCCE2TMU8CmNZVsZi5O/L89W7fpt+ncRR29NfZs1729UeZyaXQ3/r22SUBh7mK0dv5XD/EHclLpGIzeH7GmVsfelsIYQQNyDmUT5c5KePP8HdiUu4G1wAu7H1QfBzJw3iO9Fye61RjoM1dl0jYyG2giRmxNZrl02uPW8VnS1BtwvWHJskZYQQ4sbU4r6Ox1HdXdDTxeztcZaPGU6OThJXekcrGa0CdPhcZVDG4lccZnNJfnfqXXS5RUoXMiSnKsRnCtiyNP4VQogbUirjXo3z3y49xMJoinfGX8a5wc4a23HuiEz2GFNLymwySS8DvaINScyIrVcPZC26l2uqiQ8Feo/UiIebirGHk0ZCCLFnKLUa84Mm7+F59cE5QDsordC9PZRPjLAynqD3E1f4d7d8lhEnh0eMsvU31GvghjkOaKd63NaifPDLmtnpLE8/O4C3CEdeLpF44k1spYLJ53fu2IQQYj+L6q9iLWZxibFvVlg8P8Jvvz/DX3/Xc8Qdr75J+Fq88XzQqjFw+PnGhUKavTZ4r6hGwmuWy1ahz9O4mEmnaudA6/uSnBFNSWJG7BoriQ8hhDh4grn4jZQG18VPOJRTiju6pnlPQuPbFBX8WkPH3Wuw6xQNdsVFlTXJ65bEnCU+sYK/tCQX0kIIsRXKZWKzJTKuYm4hwZKxZHUZF6dl5ctGpiRttKdMK3FdoZzW2J4sqlSClZVN7UdpuekR7UliRmw943dUrlef4293vhFvVOY83Gh4nWBU2LaoAhJCiJtNbRrQurjYLE66DpWUQyVRveCF6IaOW8G3hgo+mtVVP5SyWIfqCKixa0Y/069OcLwyhPJ9YlMrqHwJ5pdqFUES+4UQomNR8VIpbKWCd+463kSS5D1jfDl3K7fGrnNvbJleJ7XmWrwxGXMjyZbGSphAuFqm8T0dpXkkc5Y/+u4Hmbl7gENfy+L8xWz9szT9vMHPoWbB1vfXbydEA0nMiO3Rqr9MOLDWNtvK7Hanggv2jsZnla5lux1sRfoMCCFE3QYuNK2j8WMKE1NoZeqxfzvifwWfsvXR2HpiRiuLVWCVWpeIr5y/iHf+IgD1Z4JzltLS7FEIIW6Q9X0q1ycASEyN8mpuDICT3pv01raJmn4UpV3T32YLfpRrsTxq6mwwjSpYxfVUbJJH73yD10aHWXl9gK5gw3X7bpO8l4SM6IAkZsTOCkZXWdtgdzeWrw46wYfnpDoRSaPqzwZrWlTUCCGEiK6WVAqntxuVSrF8epBr71WooTwPZc5t66G4OPVzTLWXABiraqsyRY/m1gXPh85ZQgghmmhVKR85tVURW7Y8dv04s30pHkm+zaEmu252j9D4uKP0DQ/06oYGk2+VhviLV28jdsXj8LXi6hPh+4Fm79dsWq8QTUhiRuy8UOC22u5K89/Gxl/Q0Nmg8dxiZWk8IYRoak01ZMPIodIw0EdpJMvkQy7/+mO/zQPx6/RpF4ht2yE5SuOg63HetxZr1Wp8N6Fy8+A4A+F4LyOdQgjRnA6uoBtjf+i8EG4FUHs8OVXh8isDPDae4epgN/fEimt2u5kES7vX+NasS760ev1TKycY+1OX7pdnYGKa+pnBNpw/mpHzh9iAnS9TEGIfUJbVi3fJdgshxKYprcDRGFfjxy0nvGmOuBkyOrEj778bFZlCCCFoWWnuLVdITCvsVJwX8kd4s7zCnJ/btkNpWiHfQtG4eCs+amEZWyhGbxT1GeXeQWyCVMyI3WGqyQ9ldidwhZfIC88xrS+NZ9XaUveoEnchhBBV4arCUMPDqHhprNrQChtbLgjnuuEYpSpSCCE2rtkS0s1ia+184b5xicPzA+SOdPEfE9/Fpw/fx1899hT/t55z9WlJgVa9ZFpt0+pcE7W8duT2FjANj7c4x61WYcq9g9gYGUYSWyu4IA9fmLexG6sy1d+7zVIgVqvmc0eFEEJsmB8qI9/pahalNnBxLCOeQgixbfzpGfxX3iD96nXS51ymLvTy8spYberp2kRIVMKk0wR/u2v9VvsxwfRXaztLrsh5Q9wAqZgRW6tdo6tgvqkTBLodO7JIGrWutFFXO0NWV+2AtSWKkvEWQoiNsxZlLFhwgr5eEStvbFeiprok6gYvmCXeCyHE9lIKu7zC4Atl0ldd/ix+J7+amON4fIqPpC7Sq5ORL9tI1aVuMhjQrFmwwfJaucyrxVGemjxK12IZs5LDljtYlTWq94ycS0SHJDEjtl640VfjU44DjlOtRNlFjlpdYamx+a9WBqtZX08mgVUIIZprTHzUYqYNmuxWc95oZdddCFdqLRWdbSrkdZRe3bOEciGE2DqdTOuJer42WGsWFol/9QUSMQ8/dg+/lXyEU6OTPHziIgPO6pSmVisutUvqb2RlJ2N9nisc4TMTDzBxqZe+2Xn8paWW+19H7hnEJsgcDbH1mmWxg+BsLLpYIbZgiS1o3s4Pcq68vK0Nv6KEg3HZ+lyrLHO2vMyF5T5iCwpvyaKC7LgEWCGE6FwoZqqGRLyx0Yl5vdOXJEpL2bkQQmyVqHjawfWzNRZbLmGLRVLTPupikjMTAywZr6O33epKS4PhTGGY168NEZt2UcXyje90Ay0exM1LKmbE1mtcWrqWEVdaYX0f8NHXZxj8tkd+JMGf3XaaLjfPI5kzfE9qaU0z3q0QbvTbLHjnbJkvrNzKq7kx3nh9nBPPFfFmC9i5BUnKCCFEJ4KprE1GTa1WWAUlNGXr12N9tYJxew+tbH0K1uKb0HLZQQ+xxvNV8FmEEEK0F8RL7aAcVa2SDDcEboyn2qneE4S3U9U/Z544z8k3u5l43wBv3T/Mg/G5NY2Ai7aMRre8pg9r3KZxClR0w2DLFy/cSc//TJOarFTvBQKtzhHBsuFRzZDr72Pk/CKakooZsSPWjJhai83lcaaXiE+XKC/GOJ/rZ6rShWH7Vupo1vzLYChYy9nCEK8vDBObdYhN53BmF7Gl0rYdjxBCHDiRSZlaZUq9aFJjMOt6y2xnI+DtPLcIIYSoqQ3Eboo1+BOT+K+9RXrCZ8bP4FuzbgrTdsbzsvUp47O4lCR7qUTy2gq2WFsmu10PTSFukFTMiB1RrZRhtedAoYiamceLeTjLfVzLdTHdlcW3FrY4toX7yTQujTdn8pwpJ3ileJL//sQ76H7NZeTtCnpiFlsoYCsdNPoSQgjRnDWrzX8BT/m4tcuPqOVKt4OLQ0wpHG1BU23ubuz6qbcykimEEJ1prJC0plqA2K4xb7BdsA9Y1zTXKVgen7+FY7Ep7o5Nc8TNrKuubNVzpplW2y+bAs8UU5wvj6KvJIhfvI5azuEHg7Stzg/WQpAwiuqrE/xO5BwjWpDEjNh+EUHIlkv4cyXcRBx3pZ/5XJLZSnrbsuBRq38ALBnLK8VxHls4yeCTDoN/ehZbKOAvr1STSRJAhRDixllbb/7rqerFdLl2Za63OhsfIWj+q5Wl3uLGSkm5EELckHByprGVQTPhuNuk0sQp+rwxO8Q3kqfp736WI7U71uB6Pjh/sInkTDM56/N0/jivLo+RnFSYC1ewlXLn54nQlK7g2Oq/HznXiA7IVCaxvdo0u7KlEpmLsPJaL9+aOMGFiuVaZXk14G6zgtXM+mkWygmcksUWS9hSeXUVESGEEFtCNVyY7kRCRgghxD5SO084+QrTV7v5xvVbOFseitx0qwdz5w08PnuCp64cITZvN5+8Dw8CS0JGbIAkZkR7m+0kXmv6S4tMtllYZOgLZzn1H68w//UR/njpHp4sjrBgCjdwwM019jFYsh4X8gNcWe7GWzGYpSVMoVht3BU0spR5o0IIsWnVBo/rL04dpfGUs+3TmMKMVShTSxK1S8A3i/3BeUHODUKIm92NJh6iqkmsxb0+z+BjLktfH+ZLs3c2fXmz/pGbcb7cw7e/fQLvL7rpfbOw2oYhoFS1GqZd7Lc3kNQRNzWZyiS2ndIKnFh1BYzanH4b/H+lgj8xCUoRWzzEQiXJionvWJvGnIlzvZBlMZdgsGTXB2EhhBAHwprzilwvCyHEjdnOxEOxRHLGx7gOs8X0lvUja2w6HzxmsCyZLmLzmtSUwV0q3ti9iCRlxCZIYka012Tp07bb1Bph6WwP5sQYJu6iixVU2cdZzOFfvrquua6nfZwdSsv41vD15Tt44S9PkZpQJK/MYiKy9utELZUnS6wKIW52UQ0PA3p1uexA2foYDBpdXzp7uwQX474JKmZCTwbVnY0jnM3ieQf9EVq+XgghRFWT+wmzsEjmlUkSE1nOTg1w8XiOtFb06gQaVftvbcVlJ0thw2qVTXDWydsSU36F1wp30nUWep6bgrnF9S9s1+BXiBskiRmxaqPJhSDghZtbNbIWlYiTH01TTmu8nEGXDAmt4ZoDQWKm9lqNRavtT8wE2fG3VobofR0yV0voqfnOUkL1QB+6iK//LqTiRghxEwqSG7BuRQ6lq9N+bGjJbFhdljShXFYvkbePby3Wqup19ZrEjEY5Tm01kU3E8NrnVlqt9idrtyqJEELc7MLnDVgTN00uhzl3AWdpgMLCUaZMnDIlMsrHU05kMn/dtKYmjYGD3jS+VThKU7A+sybG1WIP6etl/LfeXnuMUQn7qAa/rT5n+LVCNCGJGbFqowGjVXMrpXDHRjGDPSwdzXD9XQ6VrMFZcdBFh+zFboZKR1G5AmiNdTTFPhjwlujRObwdaAqpUdyRucYTd58mPxTj0EQvXLve/oU3suSdBGchxEEUHknsML55ysFBobe53V3Z+uRsiSWrKPtOtWImnDdptsRrpyOitddJXl4IcdNqlZxoMXhLsyFRpVCuh3Id0BDD4GFxlFrXOD6olIlqKB81BSrqnONg0UFip2Hp7ujPs4Hku1zziw5JYkZsXotAoxyH4q0jTN2TYOmkzz/84Gd5OHme10vDXC718+tvvovZXB/xRYMfUxhXkR+vcCw2xbi7SNxtpUAAAKRsSURBVFxtz1/NxgD90eyLLL8/zpMzx1h5Y4TkCx3sJPLk0kGAVqo6Kms6XE5QCCH2k2ZTP5XGao3VgKo24AVqI57bXylTtj6zvs+Un6JYdImXQVcsttMlXpWuVvqYiG3kglsIcbMLqkcwkQO19RgaNbDZNJmjUTEP4jGUa4grH0+BGzF9KaiUiaqiCVZ5NdavJ26itvOUWV+xH/VZGp8LHmtXNSNEByQxIzang+BTzrgUBi26v8id8SucdDUO1+nROQ713M7V4W7KaYWJKYwDXneerC6QUD47cbEOkNVljiWmuZbp5tWucTID/dh8AZPLbSzASjAWQoimlLXVvi67ECpztsxb5V7eLg1RXoqTXbK4eQOmTUI9WJlPCCHEjtLJBOrIGKWBDMl0kZgyxHYzHsu5QOwASczczNpNq7mRaTdKM3+Lyy3vOc/dPVc55OaJqxRHXcOwM8//cuhb/PrHIFeOkfJKxByf7+h/i1PuMlntbmnFTJBN16h1c027teLO+GWKWY9v3nMXcCvdZ3Pop1/DlktNPlst+x81etqKra36JEkcIcRBFz5/2GoSRBnbNDFTro1mbsfS2S+XsvzD13+A6ckuhr7p0v/EJGpphUq+0P7F7appWgk3FQ7vTwghDpLgejhYTjr8WNuKxOh7DXvrMd78q1nc8Rz/622PM+rEcGrb+qHeMY7S64Zyw9f9nZxXnE7aJzSrnmlRKbqmoby0MhAdkMSMiC6/C2eGN1GepxxNsRe+Z+gVTsQn6NEujtJkVIIM8EjiCuXxJyhbhx4nR0KVOezO0+fE15UpbhWDXRe8E8qhTxc4HJvBDBdZOpIgvhQn7WhspUl/geDYNlO2KAFZCHHQNYwsWmOhlpRRESEwmGIaFaO3wqSfZfpyD8krLl1v5/DfPLsN7xKhfq6IbooshBAHitJrm6Bv6LVrzxvlvgSH77rO94y+wvvTr5HScWD9ykuNwlObDHZDK/5ptUVVkttwDyNuDpKYuZkFZdrNGnJ1kt1t2Mbp6aZ0/y0sD8aonMpxd+ISw84ynvLWvCyrNHfGrlJCk1A+DpY+7eMS3/KkjNM4Ylnj2+oyrf2OzwmmeffJt3mle4RLh7rInHyA+IKl/4Vl3MkF7MIS/txc7bOG9tUuY97sOSGEOKgapgApXT3P6LJBFxVny4P0OVcZ0DFSOtY0Rm8VY6vnFKsApzai27g0dic2GtMbP5OcC4QQB5k1WKObr1QUXsko9JxOJlFHxzGZBCuHUqyMaJaOw08Ov8k7U2cZdspAvL59u/uEqCbAYUHfmSBpE1cufbrEqeQEX7nPY8B5mNTb8/ivn9lc3G7WS0emQ4k2JDFzs2sXcNolZRqWjlZ9vVx9b4L8sRIfv/UVHorniKv4uox1r5OiS1cDV23BbDSxbamUgfVBPMioe8phSMfo1T7/ePyLzI4kuHJ7L2feO8w3Z05y1TlG3xse8Qsa6omZUFlisxuKNUvH+msfD+9DCCEOosY4aQyq7OMU4Y3CKFmd5774PCliQPsL7c3yrcEPrcBhlUJ5Lvg+tlJZ/4KtjNES54UQN5PwtCWl1iZnagtgQLDJavJCpZIsne4jN6iZfcDnPfe8xunMdX6m5xlGnRSOytTfIupcEa6iaXcu8a2haMsA9WlOceUy4Dg8mDiPeWiRS8MZRr/VR+YtZ+15olXz3/BjzWK/nBNEG5KYEc11lLQxa0r2rKPxExY3WaHLLeApp2nmuh48LfW5oDsteE+NokeDRx6tDI4yTHdleOP4MaybIDk0QupoH6pi0WUfVTE412bxJ6fBqmrvmDApYxRCiCprUIUSOlcmPmf58sRprvb00D/wTYZ2oM+7pyrgGqxrMW5odbxGMpophBDbxxpULIY+fhjTlcS6GuNqil0ec7c6lHotPaOL3J29wtHYNGmlO0q0BDpN8Dculx1UbWZ1kWP9s7xtFPMnsyTfczfuQhH19mVMLldbVTVqMLZF1aes1iQ2QBIzonPNssLWX82Muw6VpKU7k6fbzeFbW52zGWrU1Siqcdd2CM871ag1VTyO0vTqBN3a0GcrHHauc5s3yX3ff5HZSoYlP8GyH2emnOaN+WGml9NkPn2E3s8tgO+D41R7KGiFUgrrm1qj3yal7I3N0YQQ4iCyFlup4E9No+bmGdIwXR7jz0fH6fnRHA8OvbStb+8oTVoX8dJlylmXStohkUyAU8ZWyqvl5VGNGhsfk4trIYRYqxYrlVatF7ionQucwQHOfXIYc/cSvdkVjnfN0hPLc3vqGn3uMse8KQ67ORJKkdKxeuKlWeX7RpvGO0oTr93+hl/nKM1x1+GfH/ss80eSPHn7LTz/icM89dZxTv7acdy3LmOXVzCFDprGB7RTrRKyJrpCU4gGkpgRnelkJFFp0BrrWeJeBU/tr6RDNVHj4OKQcHz6HLjVm8JRM/VtJv0V/qJnjFfyh/jsyHfSn81gfYMKEjC1IK+KRUy+UK2maZZhB8mkCyFuCrZYxBaLuJNz9JxJ4pTiXCn0rFldY7t4+MQTZZaTcfy4RiWTANXKGd8PNazUoTL8NsfUKnZLXBdC3ESUVsEPBJX0ynNRSoHWa2KizabJHy7zfbe8xt2py7w7+TZpbRjQMeLKrZ0PqlOXwtUw4XNFeKB1M5qdc1I6xn1xAMMdsW/zkczL/Ir5Xqb6T+BNZAHQgLW2OigLra/xAbQCI1X0ojOSmBFVnS771rhN7XU6mUSlklS6E9iEoStWJKtXpzK1mhO63RflgXCDyWbvGRyTW6vhCW/nW0NKOdwdu8aIu8ATHz3Oq7cdidxP9nWPsW8uoYpltG+rv7NyBVWuQLGEPz27OlorhBA3GWXg6ko3L5XKDDjlWh+B7TkXnI7N8bOnnuCN8WG+UriXUvoIyVmfzJtzqHwRu5KHYhFbKmFK1KpkIs53Ae2srjzSrOpRkjNCiJuBtfUEtzPYDz1d+N1Jlo+kKKU1S8cVhZEKWKr/JX1+8J5n+WjPCww6K4w4oJWDo1Q12dKwFHZg3ZSliOv5qPuKoNFv+F6k3f1HcL0/5lb40eGn+Wc/N8TF2QG8qVFi8wpvCdLXfbwVQ+rlq1QuX2nyuzHYslTKiM5JYka01+piuTbSqJIJVFeWctZDJyt0x/NknXzLEsMg270T05gCrS78O5mnmlQxbo9pbgfeefqzlG/z0WgcpepzVg2Gjxz7ERaujRBbNqjaMrFu3kcXfNzFAmphEVsubelnE0KIPU8p0NVls2fzKV4sjnM6fo1hZ3uWygY44mb4W71nmOt+iSv39fCqd4TkZRc33423WMKd1FitqueySqVaOdNimqnSChwHpSy2cbtmjd+FEOKgCnpOdmcpHO4mN+Ixc4+i0lfm597xLf5+/yuUrU+ZakxMqVitSj1R30V5g/Ey6jq9XkVTS+741qxZgclp2K7xnBO+D0iqGBmt+aH0HN/3jt+iYCt8avEk35o/xavTw0y81kd8zuHw9W5ompixch4QGyKJGbExDdUyOuaB52FHh1g61c3yuMP44DVuz15nyFlquavdaPbbiU5HbV0ctNIRySeHe/qu8D/vG8UpOiijqomZFQ9v2ZKcTdKTK6DmF6vNxIrF7fkgQgixx9hSCXe+QCLucO1iD7+TfBcfHn6Vu7zX1q3et5UcpUkoh3u6rzBxNMtMOst1N463HKP7XILEVAl3Po+enquWqLdbkdBxoFTGLFMdLZZ+YUKIm5FSqFgMFYuxcms/U/e6lHos8ROLjGZynIxP1KvnvVoqJOr6X6NaTk/q5No8ah+OWl3kI7xdI79hOlK4asepDbyeiE2ykE2hleGZksfKUpyrxR4ytz6Ct+LjLVZwChWcy1OY5RVsqSTX+GJDJDEjWlOqWi6o9NoLVe2gPBfd0w3JBFMP9TL9/iJDAzP8nRNf4pHEFHGlMcSaNv7dqSlMnWp3PI3Pt2pa/H8M/Tk/+MPP4qPwrcageXzlJM/PH+aVi6M4pWFSlzLoy1P4E5Nb9AmEEGJv8+cW0Cs5Ete7OJw6xsxLh/j19/fws4+8WF86e1ve1xriyuP/3v8Yf7X3CXLWZea9ad4qjfD/evLDJM+kSF9N0vtmElVeTbIoS71BsA3aKJjq9FS9XKz2G6hdfNtKZXXkuFFU83whhNjnlOvh9PVis2kuf1Dzr7/3t+nROfqcHB6GEQd8W62MaZV8b7ymblywo5NpSI37CCdVGrdrdRxR4srjnYlF7o49T6HreZZGXcpWc+W9PSyZJP9z5m4ef/s4TKY5/JUEqXPzqNkF/KmZtU3khWhBEjOiM+FMsqqVfDsONpvGdCUp9CvGhua5rWeSU940Q066HlQN21eivleNuhlG3eB35lfnq+pXSOkSU7k0xa4hYtk48dj23YgIIcSeU1udQuULxOYrJOKa+ZwXlcrYchpVjc31R8qcjr3G7wy/k8mlfnTFIbEQR/mrF9DKQH0AVoHVoCvV6amxhIeXK0DBrSZlglU35AJcCHHQBasxJeKY/h4qPQnUUIEPJ2drTXyryZjGSpT9LKPiZGo3NEEC58F4DsiRUM8xlc9wzu1jZTiNm88S8w16aRnr+9hSSc4Noi1JzIjWIpsBa1Qshu7v49oHh1k6DtnTM/zN43/OmDfHmFsdGQyac+21ypjtEJXBDz/mKM1pb4We7EssjCT59K1DlFNxhpa64dLl6J3KCKsQYj9o1Tw+2MR1wXHQ2Qz092JScXLDMQp9iniqHDGmubWanYf6tMsv3PJV3hgf5XKhl4vLvZiGMndj1//ZWsVb5wcZ/sYhErM+6dcmMdcmsJVK9LKoEsOFEAeITibRXVnKJ0Y488kk2aML/Pwtz9SnDgXaNedtplmD3+26p+j0mJolmh6IX+V/O/I1ro728qejd3F9Jcvi48OMf6MLd76AeusCJpfb3MFJM/mbhiRmRNUG/sErx0G5LjabYuFWy6l7L/Hdw6/wA5lJ4soDkvVtD3pSZiMjAUNOmiEH3s68zaeG34nyPSrZeHQ1kQovPUjz5mGSvBFC7AeOU+1DkE5RGsxQSbuUuhTljCIRK+/aYWV0gh/LzkF2rqPtg5hvsPyTwfv57NX3UrquSFzLoGfmqsuoRiVmwiRuCyF2y0bjT5OkgIrHsdk0ubEEH3jkJf7ByJfIagXEtqxSfi/fQzRe/x/3Mhz3qtUzP999ibwt8e7Sz7J0rptkwiF5wYNN5mUASc7cJCQxc7PbxD90fXScuYeHyQ9qek5O867+c5yOX6uvSnQzaZzzGqVxhGDQWWTs8AzXE90svxWnf3QEWyjiLyyuNpCs9TSoTyFTEY2SrZUgLYTYe2ol7jrmobq7UJ6HzaYwiRiLxzNM3+NQTlv8/jJeqsR3jp0jsY2Nf7dSMGKqUdyTusQX7p1nbixNbClLjz6MM7OEf+V664bAEreFELul0/gT3B802V71dpM70cfKiMNwfJG0ViSUg6a6KMZGqmP2A782A6DTz+Mph3eNnefP3ns3qQsxjr3eBfMLG3/j8PV/B9WpYn+TxMzNrL6s58aaUi3fNQg/NcU7+6/yEwOPc28sT0K5eMrbvmPdQ6JONq2aG5etj8GArT52ysvzt098hTfGRvnNS+8nc3kMbzaHzucxxdB30dBsGWrLtALWyBJ8Qog9omG1PuU41WlLPd2Uj4/gp1zygx6lrGL2PsM//+CnOBWbIKvLJJQlqzQZndq949+gILZ/Ij3Bex/8T7xQGuBvVn6KSqqL7rcTxGfnMcUithSK53JBLYTYL/TqwtLRLQ0U5dEepu+JsXLE5/bkVXp1ot6k17eGSm1pbGNtfRWk/ZqkqS/l3aY9w5oWBmj+xehX+d+/5yv8vfM/SOErQ3DhUmdv2DgYG3wHwfeiWB24lXPKgSKJGdFcuJpGKZyhQcimWR51eLDvOvdnLjLuLNOtM7t7nPtMXGnG3TkKcQ8/YfHjGtdzUHp/nrCEEAKoX0yqeByVTGD7ulk5nKSUURR7FeUMxAZz3B2/yknPxSW5by/UAVI6RkrHyNkZ4gN5VsayeMseid5u9EoOs7CELZeiKx6FEGIfK2dc8kMW3V+k31luueKSwUYuUX3Q9Topeh04lZ3kqZGjZI4exszOY5aWdvvQxB4liZmbmW1RddFQTaMzGa78+EkK71rmztEz/NzgNxh28gw6br2872ax0c/qKQe/1jyybH0SyuU2r0hWX8akffykxsTc1fm4we8+vLxeLTMe+XXJSKwQYg8IKmU4fpjckSxzpzx6v/cq9/deo8fLkdIl7khe4aircHH27XkjPHXVYBl2NP/0vs/z5ulRfuOFd4EaJzHrk3rpCv7kdOtpTUIIsdPq1/isxqY1157tK+nnT8X4iQ9/nTuTl3kgPguk1yxxHbqqra/Qaqy/ZulrqF4XNz621wRJJ9+adVXz4fNBs8/waNdrfO7H78U+Os7hPxsm9qVnqk+smaYUuu5vqEKtV8rIstsHniRmRGtKg/VRMY+lUz6/dO+fcEtskvvjhrjK1APSzZacadTu84c7uWs0vU6KMiuouMH3XKyr1zf8DWsWiBvnnkrAFkLshmDpVMfB706wMuKyctjwqyf+Jx9I5houvBO7eqg3ojEpA5BSMX4oPQfpOV48Ps5rY7dhXEUylUB5bnWJ8IOzYqwQ4gBYnRq/7on2iWSlKfbCz/c+ySE3A6SBIAFj0Og1iQuNqsfLcGPgcDP1/dFlbFXjuaBVRdAJd5bvufUVXhkaZfmFcWLhJzu4d6p/VxW5xj/oJDEj1lrTrd2gXA+dSaO6u7AxQ1qX8NT6gH0zJ2Vg40v/+dYQV5rvOv0Gf+GeIvFKkmOX+mHSYkul6ghrJ8L9CyQpI4TYJcpx0F0ZVDLJ9ftSrHzHMqdHpjjqzqFJHJhzROPNRuPjH+x/jTPvG2ByMotTHCLbm8admKdy6ar0BBBC7BnVXoWm8cGWr9GpFOaek+SHE+SPlYg1TNOsxsTV5r/huB+Ol+Gkxn6a4hQMsjZW/LST1oZTyUnyfoxnsofQ2SyUy5hise3vHGrflbgpSGLmZha1ZF59eeZquZxyNKq3G783jU5UyOo8CeXjW43PzV0l006rJsHBlKZ/c+grlMf/jB8Y+itUvtqNs7xSTcoEy612Ok1JLvSFELvJcVDZDKY7zfwDJZ58z38gozzian1SppPS772u2XH/dNcFfvD+t/hS7gi/NPOjlNMZel2NMzGFrVSq8V0S6UKI3RTVyqCDmKTSaSbekWHxNp/7T13Aa0jAVJveVgXTfqJiZZDM2OtTmKJEHa/BALpp1U9Wae5NXsBTFR7ruhfdlcUWClAqdzbNVaYw3TT2178Gsb0iGhSqdIrS4X5WjmbIZAt06QIJ5eNIM8MbptEkVYxeJ0VfYoVSXwL6e9Hx+G4fmhBCbI5SKNfQXWuM2+6i2z9gc3ziyqNbJzjszWDGCiweh8JQHJVMomKx2vRgucAWQuwypTbemFwrrAPWNcQcH73Je4H9VCXTqVafyVOaLlWkz13GeEDMA7eD2og2S5aLg0cqZm5moWkwqhYg6lNoas/ZwyOc/3gSM17g5048x12xMhpvTVMvsXGN3etvyUzzp3efIt0/QN9TBoKO7Y3BONywTcrihRB7ibVgDNjWF93hZM1+SsxEVUFG8ZTD3V6Of/3IH/L2/UP8R+8jnHytH72cw05OY6URsBBiN2mn2qzdmup1f6s+ho3XnABWYazCaVHx0q5Scr/fRaz2jVR4yot8LvgdJFWMk16JuLpGOWsxXSk01d4x1hC96AfI9f1NSCpmRDUYBP/BmkDgpzzMWIGTo1PckbxCRifqo6D7rfxwp4QDcqe/o143R7HPUujX2FS8o2ZgHW0jhBA7JRiBVZ1fTB7U80ivk+LDyVl+svslyv0VbDJWHSXVHY4US1WqEGI7abWx60ilUUpV8+7KojcQ5/dTAn6jmp3DDHbN/UBGJ8hqg/Us1nOwjpbreLGOVMzc7JSqZcxrf5bsbMc22ieh1fbfmXmNF983zqtTw+TezpJ4qclOrAVMw5+FEGKX1Eb6dCpFebyPwkCMZGYFzWo/LYPZ18tjB6KOv/GGI7yNpxzi+HiZErlDGeJJD3duHuP7rUepQWK7EGL7WIMt13oZhheRaKzaaLzmjMdYOWS4+/Ql3tNzth7nWwkvoR1wGp6H/ZOkb3W84VWmWmqcRhb+PbfrLSk9yg40SczczMJBQUqrNyUIvp2WZNaDdUNDtEficP/RP+XPh7v4JyM/23oxWQnIQoi9orZEtkrEyQ/HyQ1qetJ5oHqRWrRlAPQBKF1vZs1FeCi2e8ohgUsmXSA3lAIVx0skIF8AE9F8UwghdkJU81+la1Nr9NrnQtec1nNxxnL85Ojj3OpNRq5StBHhpM1+OD+0qvzpOClDbbZvY1WktQ1Txxq/H6mivBnsj/Sk2F4RfUyc3l7cY0fIjyTo6spzKD1Pj87tzvHtcY0Nv9qdoJp1ofeUQ79eYeWQwj5yF84tx0Dvh1OVEOJmFSRlbG8Xc6cc5u403NE7UX/eU05Ho6r7mUY1bfyo0dwxMMHsXZaZO1wqx4ZxxkZwujKba74phBDbwZqmyzLrVAp3fIzKcDfdmQLj7hxZXY6M7cFqTM2EY2VwLXyQmgE3fpao34WyRA+y2tXB26bPiQNNKmZuZkF2NqzWEMycPMT8rWnmb9V835HXeU/mTU54i0BmVw51P2osd4xqdhYO2J5yOOQuM/bey7w1MkL/MyMMXp3A5EIJsWYNwoQQYheoRBzd3cXKsW5OfvQsf/vwlzjmLgNJoLpKEaoa68rWj0xMh0dNGxuj70XNpqU6Ec9rFP9s/I+59P1/wW9NvpdnSveQvZSk67UEKl8A38dWKjt16EKIm1nj9JnG5r5Nquf10ADLd4+wdMjh4aE3uD9WwVPJdfHat4YKPjq0dHS7Rr/7Kea3Gnhtdi6o4GOsXf2cBqhUr+GVo7G+s/b33moGg1z3H3gHexhLtBf1j1wrKmmPYremnDWMxuYZcRdIycjeOlud5U8oxcmuKXpGFyn2KHCanLD2yVxcIcQBVG/yW13RzyZilNOae3su874EjDupAzUCGqWTcvXAcS/D+xLwHT1vkh+y5AY1fjaOUhtsvimEELvAJuPkBh0K/YqR+CIpHdsXCZW9xgFMwlDpiWPTCdA3EP/lnuxAkooZUVVvNmXA96mkHQqDYPtLnI5f44RbIqW8yLmkNzK/dD+LWvJ1Tca8SWOwVtsklMO7us6SdMr8Sf/D1WXMw42+ggZhkjUXQuwF/T3kTg2wPObQ7eSbng+cWqVfs6Wym03x3I+Cz9FYwv7u5Dk++uGneW1+hJnKYYbeSEKptDqFQHq9CSG2U+O1Y9Brpk1D2ZVbesl/bJE7Bif4QPaVpttV43z7w9jo4hm7LRzTDbbp+SrqXsCt1c/41pDVLj/+rif40uHTrDzfzy3/YQ6Tn1i7k8bmv+uaBIuDTBIzYq3aP/pKUlPuMiQzRcbcBQac9Gq5eejiOghCN2typlEn3dpb/a485XA6do2ULvL57IPgRGwngVkIsdOiRueUxqYT5AddSr2Q0sWWu2iWlGl8bj8wGECvW12kVUL+Vi/Nvxp5knMDBT5x6O8y5Looa7CVCgofazex2oas0CGEuFFtYkhu0OEXb/8q706+zZir8G28/lxjzGsW58OPBxWH+62y0mApWx9POZGtCRoX+Gj8XcSVx98ffJJfGHicj+mfwaaTncXvZg2BxYEjiRmxdo6pAhwH4yiMC47TEFQjKj4kKbOq3fzTVg3RoNooss8pALNkDy0y96FTpCbLxF+8iD81tcVHK4QQHQpfPCqFisVQjsPyiS4m3+WTGVnmVPx6x7sLx8P9eP5wI7omRN2gNJ4fNQoHW+3+qGs3JcauNt2URIsQYie0W5a5CWcD1Y3NtttvCZmARtUa2q8//uAeqf5zk9cnlIuDj6Mb7geaTU1qXLJ8zePioJHEjABA6VpyRlcvuI0H1jN4ztrsbNMS9ZvcjZ6kAhrFIcdjzCnz12/9Fv/1x9/N9cvd3LYwDJKYEUJstVYX5y2e08kExONM3+PwWx/59xxzlxl24jjK6/it9+u5YyPHHZWs8RRYDUprrNJY369OY6oPknQ4XTX4fiSZI4TYCKVQtR6Gu9F8fD/H/laddTppDuygiSuPuOOHBsXbLOwh8f2mIYkZsUordCqFSsQpZRS6q0xfKk9CSencTqo2VHMYcRcY61pkoSuFn3BxXFf6EAgh9gylNX7CcspdZtSVFfs2rU0lpRBCbIdmy2M3UgaWTIKcdfGRa9AbUbY+BkPZaEm4iHUkMXMzC2Vore/jZNJUbj9CsS/O3MNlfvmhL3DEm2Ws2cpAdLaEnGgt/DsMZ+N7nP9/e/8dLUma3ved3/eNjMy8rq4pX9VVXW2nu8dPjwVmQBIYWAE4ACiCpEituNRSq6VfiruktKKks2e52qNDSqLZs5QonOVSpABwAAIgx8ARZgZmZnpcj2lvqru8ud5lZkS87/4RGXkjMyPNdXVN/j5zLrrqZty8ebNwn3jjied9nnUuji9xY2qa2ulpTjx0Ab+8SrK4mB6wwzJUEZGWogaD/e7cya5ZaG0bJqtW9clWI85emv9GrTvdSaJ/IxEZXse6f9jKvKDheX71ElUTMWNfZlpL/h1JvOPteJMbySSLa+PMuLX0gX6xX81/R4oSM6Msn0zxHkol6nMVNs4EnLswz5+eutOs3qgWfnm+X4r6zOxMv54zE6bBTLjJeKVBNG5wJ8axtf7NNUVEdiwfw7NkgRwuxubK3wckckRE8jrX/QOPTxM5Nvbc2Zzi1tgM616Xjrux5Mpci07SqIeD/w00Envk6LdrlHnXFaSN9+BJp0MU6JVIUFJmZ/o1Tz4bbPKxydcIcPzch8+wfn6Oky9MMfE18PUGbnU1veMhIrJbvRoMFmlNiPBDjUaVPeRdOt3WGm2BEpHt6Vz3D2nqzXXe/rUrvHzuMrPfv857ylf3/rWNgE3f4O/f/GH+8KXHmHqhjF/bSB8YpgJe1TIjQYkZaefTvaTOm+Y40K1tTG2j4GhOl1BCZtd6vYeXS+NcKC3y7vIfsPbdFV5ePsu1sctcvnUKu7oBGxtwAE3bROSY6rXw67hrZ6zu4u1GK52y3YV2drzf4WhtERltWQK+Y8re1mMdn8s8/wqXXijBk1f41fe8k78+e3W/X+mxtOpivvj1J3n8Uw3C+/O4lZWtB41Nt7jmtxErxo8cXVWPumb23JRKmLExNk+W2DxjmK1uAr0rZI7qqLujJDBp5/Ypa3hi7C5PnLhHNOlJJkJ8tYIplVTmKCJy3BXFeS3YRWQnhkzAbx3v8HGE29jAbDZIvC4dd8PEhmAjhkYEnc2Xs2suY7S+H1GqmBllzeBsxyqYiQmiS6e4+7GEs1cW+OFz3ybxHmt8q2amaEycmv/ujXw1Umcl0qyt8pNT32F54iV+/fJTbFwYo1oJqNwZxzSirVGrIiLbtYMSau988+6eQTn6HfKAc+A8xho8wdaivOjOtRpAishe6oz9xoANihu/G5PeDCwFWO1f3bEE0tjvfft73Nn8Nx/3Fe9Hiq6mJQ245ZBkvETl1CYfOH2dR8t3t/UU/ZrYynBc83+dQhPwUGmSx8MS01Ob1KcM0WSAKQWYQL/CIrIHtnt3zhoolZSY2SkDWLs1lQly/9WbKiIHpNeNVmPxik17YzvJFr3nI0VXdaPOmHT0prUkVcvjZ+7z47Nf56nyPUITdG1Z6kzAtEY8q2JmVwJjKRFQIih8L7P3/UcufYf1H1rj1ncHJOdOYsbGMKEK30Rkn2Wl1cZgqxXclfNsPn2OaC4m0MJxW0KgMZdQe+o8/tI5TDncauZbeCe1zyJeJe8ish1ZzCiKLd51NxVvxhefJJgkIfaWyCe6IbsDAaRJ+Z3GbcX7Y09X06OsOQYPayCwxFXLs7Nv80PjdZ4MJwjNVpIg8a4VhPN/lr3TK8GV3+b0Z2a+zD94/8/x2AffpnF6DKNeMyKyG8OOTIXWqGZTqbB5foLlR0KqszVClc1sS2gM4Uyd5StlNs9PYMrlwV+UXUR1bnPKj88WEemn31qxqOGsyVX0uQQSR+Jss75bW2x2bKdr9izea81/bOlsPup2mGBRhcyDExiLxWCxTBnPudIqJ8o1XGCgWe2kPagisiPD9JjJHx4EmPExVq6UWHzG88SZe4Q6H2xLaCyPnr3P4rs8y4+EmPGxNJbv9H3UjRIR2Y5e8X7QecAYjPFYrIaA7KeifwclY0aC9kCMsuwXP9cVPPGWxLuuxIsSMfsjX3mUr07q/FzWePlUMMZc4Lg0tsitqoVyqD4zIrIz+buhvqCBuG22e29usTGBwVQruJMniL9viX/6np/nUmmFMTP24F7zMTBpKvzDx/4V1x4+wV97/k/hfn8au76Oc5v4zkbu/RJnnQ0jRUT6GfYmXj7u+GSrMXBgKVlHaDpHgciwvEk/2hIt2bm4aFR29t63PYluxh5XSswIWIMvBWgC3uGXngwDZsMN6icsyckpgo1NYPmgX5qIjABjDC4MuDi9xB+tRsCYEvfbFBjLk+EET4YJF6eX8eEMRu+hiBxW3rcavWsq0y4Zjw92sR1JFZLHmlYCo84YzMw09ctzbJwJmCuta5H9AOUrYvp9rtOPTj3PuT//Jtf+tmPpex7Z3xcpIseT993NHrO7c62xqbk7eLmYZI1X4/c94DCY2OHjuHjBXdSgUw0gRWQ38nF+WN5B4oiblfXqNbl9gTH4MUf9VIVkemyr4r11Lu7s75NVLjXPxS5RtcwxpxXVKGuWzvmJMWqnQhonYDKoHfSrkiG8r1Lh3zzxq3zuQ/8TS4/r11hEdih/4d88Jxhrih+T/eEcJAneDbvNQA0gRWR3jDVbsb5T2zmh/XzgvFHj312w1ZjGlCWZCNMekZmuBHyusXuvBL0cO7qiG2XNDO3GlRPc/i5I3r/KY+U7B/2qRk7RHedBd6EXkw3+3WbAv159F+Hqfr0yERkpzXNCYYJAd+n2xXR5k82LU5iHLxKcmBzui4pG2oqIbIN3vjvW5y/2OyfBNZM01ng1/t2hirG89+Hr3P6E4/67q5iJid4HD4rzOicfS+oxI9x/d8j//GP/E4+WlrlQqgDhwK/JShhVxn4w3ohL/KPrn+S1+VOcuKsFuojskX4NZZUM2HMPjS/x6lMhjRMnma1HsDREvzAtyEVkN4rifNaA1pBumelkbNr813QPCJHhTNsx/skjv8zSw/AnL/zH8LkpuH8/fbAzrivOjyQlZoSkDO8Il3moNOTdOjlwq67Km4tzrN+d4OS6LpZE5MHwWizuqTPhKptnPTjL9NTYtseXi4jsNxOWsRNjuIkKYaAy7d04E0xwJoCZ8U0wugyXdvr/CNmWrFIm21+qgXkH4xu1y/jPz3Lp9ZiJl++jgaki8kA4B8oF75mfPPF1gn/P8fsLjzF/6wpTL4T4JNEYbBF5sPKjsTsSxMHZ02y86wKrD5X48MSrJH74qpnEOxzp9idV2mzx3hT3jimihP3I0G+IDC0Lrmr6dfDuNk4w/WbC1PO34c79g345InLcqdHgvni6PM7fnHuZv/bQb1CbNdCvISdoIpOI7K+Ci38/Mcb6uRKbpw0zpQ2AbU9l0rWDyGCqmBl12X7SIanhl4jIMWdM99hOSM8XVvdz9kOAB8/g6Uy6Yyoie6FfFYb3bQng+sVp7n00YfLsGs9OXAW212Oy6NphO1U3x0nrJrc3W4l2xXVpUmJmlNkAE2xtRspnv/PBsjMrPoqBVERkJPRqAGlsWs1hDF6ngD2VnVONAx/Hw31RZ9WMFvYispdyyZnVS2X+wnf9Fh+ffJlnwnUC0z5NqGggSL8hIVlyghFMzjg8kU/SxExgMaUQH0f9Y3h+Mlb+73LsjNZvg7RrjmIrL8HPLH6YX1yf5W6ycdCvSkREDlqPMvWs+a/zqp7crfxNj9DERBOG4OwZghMnBm9X0sJcRB4Qb2G6tMGMrRH2SaRsd3uToGmH0kaJmVHmPT5JuPA7i3z27/8R/quf/TN8dv1xAmNJvGt9BMa2PkRE5IgzBmxQfPHvfVopk7/wzz6XpB8mUVJgr2Tn2QkTsfpYwtIfe5TkmSuYUth+oDHd/WWyxpFK0ojITtkAUyr1Ph94j/EQ4NItlwXy1wh1HxH5pO91Q2AsoUkr9iOfjFRCJzQBFVOiZB3ESVolmY/hNtg6P6uf2MjRVqZR5z3mxl1ORgk2nuN6Yw643fPwLGmT/VlERI6YHcZu7zzGOSUC9kj+fBoaB9MR6+eqlJcrVPs1ABYR2a3mVqXBzcZt2/bVoE+vyZ02+HX4kZryGhiLMR5KaVIsncTX3tcHY9NqmnwPGp17jz1dWQskDhoRQd1zvTbL69EaK64G9E6+ZHskRUTkiGluY93WIi9bwAcBXg2A90x2V/ls4PgT7/kac//eDe69L8SUy+0HakEuIrvVWS3ZrJxvJQbybEDpkYfhg8+w9pDh0fJdzgauVelSxGKw2J7NfiOftF07BMY2v2Z0EtHZ+/D0zB1ufd9p1n/8WUoPX0of9D53fna9KyKLKijlWNDqatQZk5am1yNKNced2hSvR7Msuf4NuVzzf6NUfigiciz0W+wVyT4fNBvGW7BGiYK9dCqY4P955mv8+jP/mvq7NjGVcvdB2rYkIrthbJpgz6/ve8QVEwQ0Ls2y+MwktQsxV8IlTgUTVEzYdWwmS7T0un7IEjOdw0ZGqQI/u7H9nolrrHx0k1vfZYguzm0dMOwWVWN3XP0qh5f+RQUfx/hanXAt5oXr5/kX9z7G841zfZMutvk/ERE5JgYsBO1YFc6dpn56nMmw/oBe1OjI+i4Y45uL7iHuhuqOqYhsg3cdE37yeibnt84NWV+sXvolWQJjCBSzCIzBGp++3bt5O3Rz/NhRj5lR1gyOrlbHNBqUXy9z8tcu87Xz7+LuD07xw+/4ZfLbRbNgGxg7UntBRUSOlWFHbtpmpM8Wf6dPsvSB06xdtHx4Yn7/Xt8IyF/YZH0Zsi0CxnhMKa1OKtxikMn+HfM9CEREenHNbUTGpPHF+f6fc2Ac0DGFbzujrrPR2BZTWG0zan0r0zgfUDZx2lbGGbwBs51R2N6D2kkcS0rMCHiHjz2+VmNsPsYFJRY2x0m8p6TEtojI8dR5QT/gAt+Pldk8Zamd9EwHmw/gBR5/O22WKSKyW8aabRddZDFrO8kZ6VY1EaUwISp7CPJNf5VoH2VKzIwynytntEFaOu3AJuC8aZYcbgXczj2hIiJyBPXrL9M2AaJ9xb72+DRTP3aLT5y8zo9MfROo7O/rPMZaFai0n1sT7/De4J3rXy0DWryLyM40m/4O/JylNZEp8YbEu1aj3l7XAUlBsib7mqLqmFG9nvhQ9Rp/+V2/y+8/9BjXfu8JJrOpTMYCPZrzb6eqRo4kJWYESLPmWINxHpN4nKewh0xMQkkbmUREjq8sOdNRTbNx2vL/fuIX+Gg1QEmZvdN5YeIB8kmZfE8GLchFZC8UxZKCz2W7mNyAhAxsJV7yyZnA2NbnWxWCqrThsXCSvzjzJu+o3OS/OPEOJvMPGlu8Van1nm1zqqIcGUrMCNBsBuY83hq8NdjcOjB/Ny9LyhRlxEVE5Ijrt5WpY2urzgMPwKCkjMreRWSv5OKJKYcsPlll/tmERx+/zZTt3dOksxlw53khS86M0ljsYQUm9955378ZcPY+K+YfW0rMyFYTKe/AgiulzQfTcdiGuo8BqJhSK7g6PM4nrWaFIiJyRBRd7G9zoZedB3Tnc2d6bQ3e1ns5qOxdRGSQ1jbWZuwxgEswY1XmPxbxK9/7j5kyMWeD3lWSjvSaoUTQM4bpPNEtHabSkYzp1/RHcf7YU2JGtuR+4W1uNF5gDInP/93i1A1cRETkwdCCXEQehCwxYCzhWMQ7wgBLuK1qlw3X4FbSIMFwNrBM27F9erFHX9VE1OcMweOPwOo6yb35ralYMnKUvpSeLJbAWEoEVEx7Di80gaplRESOoqx/zKCLfWNazeFNkMb7BgFRMzEfmt53R6W/wNjWR1/9/p18c6ytkjYislNZjHFJ33jSL15ZTFu1zB/Wx/hT3/rz/MRz/0d+duXxfXvpx8HjYY2P/vHnufH3qlz/s49jJ8a7D8rOxXLsqWJG2nkwHTG5czKTFuIiIsdIv0kPxqbN4Ztx33mLI8KqCbyIyEjorJbp3IrZeV1wtXGa+dfnCFcN3374IZi58UBe51E0a8f4O+d/jYUzIT957y9jyuFwX6j+YseSrrCljXFgEmjEAWuuTt1HB/2ShPQkmD8RhjYhqRj8xBgMG8RFRIr0qsrwaQ8Z73yrvN0a16qmFBGRY8oaMH7gJNbOxr8A1xtzTL9qOfltz6+/9hT/aPFhfnWjwoZr7NerPdKSovxKViWjEdkjRSsr2eI8JnbYxNOIS6x6x4aLCoNuJksY9DtmlOzX+5E2VvOt562YmGjcEJ+oYioaWysi+8T7XM8BKKOm7yIio8CY/luYsrVpp6ubJznzlTVmfvNVKl+b4H96+eN86v6H2NDN3p4SDG1vpbGtLcRKyowOJWZkS5JQ2ogprzjWF8f4wubDfCsab01lgt5d1XX3dH91lpGeCldZfdiw+NQ47uSJA3pVIiIiIjJKeq35F5MNXo/WuLVxAlNPoBFhY4hjS92pe0aRtsRWttQfpp+MkjXHkn5LpMVtbFB6+Rrh2BhzFy7zd4Kf4PKFef7nd/xLnrTl1nGJd8SkzR/7jcY77rJxsRbTeg+K3ousymXY9ynySdfYwXSk3pYfm3gFfvqX+fb6RX7/n36QU9/c3c8iIiIiIiPAGEwQpNtUdzgBKDC2bbRz4h2/sXmezy28h5ffPM/TjVUIArwB7w3OG1RbX8wBkW+u8kultKebd/i4I/mibU3HnhIz0uLjmGRhEVNaY/zeQ6zeKnOzMs1GQZY7G59dUpNwHL7nDtyk46S1nSRWv+c9X5rkP5m+yZvjr/Dv5j40/IsVERERkdHVXIsaa+i5894NvvjvXNPejGZ5dek0drUEzqV9amTbjDX4znyZpjKNBCVmpJgBbyEIuiN2YCxhM2UwqtUy0H63oFdVTGBsa7TsoK72GYvpmnhSVJ3T1sdG3dlFREREZBDvui/882yAKQV4n1ZxZ+vXfmt+h6fuQupxCRMDcZL2rtTSdCjWuLTHTJLgnW/1l2lVNWmNPxKUmJF2zV98b8EHHms9tiCqqvljKjtJZckXhqyK6WwOnE/sFH192mDNQUfKRmWhIiIiIjK0fhf5zW1ONBMDkU8IjMFi+65xHY6aC6nHASY2mMThk4SC3sDST9ZwPyhjjIE47l3VJMeOEjPSzTsF0l3o3LJkMW3NvdZcjdciQ82XmLINpmxC1RhmbXVgYqez6mZ065VEREREZE9liYFm8qaVlBkgO8Y5m1bJeI/3HnrswNnu9v7jymIYN9AwEcFEDGdPEZRK+LV1fBynFTMyMpSYGWXGtBpMFWbPvWk17IL27TQwutuYirYtFW1T6tW4963Y84/ufJJ79UmePnGbJ6u3uRTO85HqCuOmXNhXJtvelP+eaXUN6UlPJY4iIiIisks+jvFxOpG1YsKuKu9eIh+QJBbjaFuXZtX3o3nV0C4boGKxrWuHU8EYc4Hj0pkFFt5/nvE7U1S/dQ13997W+9jZY0br/mNJvyOSJmc6fuGNp3BfqMO1j3YToP80pk7rvsSNjWlurJzgVu0E9+MpVt0YTkFWRERERA6a861Lg2FvxNZdiSgKsNHgvoejenO38xoqMJbQBFRMyFS5TjRhiCcDjLVKvowgVcyMMu+BjmqZZhWNN+ANmB5du0Y1oELvn33Y92QpGefq/Tnqy1VeD2MmSw0mgxpwu6vyplNh6afitoiIiIgMq3P0cv4GbZ+EQK/BFQ7Hc/cfpvrNcSavO/xGretr1Sol7dGZ+K33Or+ut/i0x2fRBCbvNS57BCgxM+qKfrmtadsT2tn8d1DyQPpbdWPUl6qUFksszo5zf3KC5co4CX7bjYMTxWYRERERGVbWygBoG89U9LmmwNhWSwMo2sLvub00xcnXE8buRVCvY4zB65KhS+F01UzWosAWXA8oIXPsjW7Zg7QzZisT63xbFYbLRdVhGoDJEAwYB9HrU3zti0/w8298gOtxiTVX25rwRNoNP+ox0zCd1JQ9n858IiIiIjJAq8FvR2Kg43NxI+B6vMZistGq7Oh1c9bhqK+XGb9Vp3xvvdWjxnjlE7ZLyazRpatsaY3GM0GwFawLZPsg81UdiXetj1HW7z3ofCwwDqzHxHDhCwnv+HtvEvzqDF+uPcKdJKbuIyBNymz4Ruvv7SWjnsgn1HyzVXBBnyARERERkS6+I2OS/T37nEtw6yFfqZ/jjbjUqpTJkjOd1wKRdwTzIaXnX8e9dhXfaKQV+NA2SES2pEM82i/FC7cxychQYkZaNJJtfxUlbsL1mPj2HcprnroLSTruRASdf28G8GVX48v1Kr+z8SSljf17zSIiIiIyeoI1y9c3Hub16HRb9XavbfcmMfhaHV+v65pCZAfUY0bAe3zSvl0mayvjOxpUZeOy86OgR01RgqXf+5DfS5p+WMimXmXnLZ89tyHBk3iHxVAxYdedCYBPrz/C3/2VP87kNcP5L63iXfF2JxERERGRQkUNZY3BNyJOfR3+t/h7mHx6kWff979w2QSFa9Ktr6PZp9KAS7paI+QVDrMYEdl1xKj+/NKbEjOSKtgA2mMgk9A+7m67zZATmiOvOso6s2oZ532r+XJogq6vD4zllc1znPuS48Q37uAXFlFaRkRERER2zVhIEqberuNtlbsnTrD6nhCHw1K8LrUFW3B8j+YyWWJiFJMzo976Qfobrd8G2bUsCTHKfWWy/bXZx3a+DmDGbjBxcoP6mZjayZBgZpoggl+5+V7+2eJ38UZcaju+U+IdCWnVDd6ndyRERERERHbLO3DNNX5zSlBoHJbunihdXEfvGgPGeKzxrYvOUa66H/SzG+91Y3yEjd5vhBTLT2XKdMTWfJOqdCLQ6EaO7L3IPrbTBPlMsMYzZ24ze3GZjdMWTs0RNBxvvXiOX3r5PXynfqErYBc9v8k3aVOzMBERERHZjqKqFu/TahcL3tJKzBRVcXd/bfs62Buw1mNN++dHMSmTKfrZ03YRpufWLxkNo/tbIT155wlqjnDN0Ngoczs5wWKyUTgdSLYnMJZxG/Pw+AIXTqwQTxj8eAUbecZuByS3x7kVzQ58DmCrYkZEREREZCeK1pJ9qrELey1uc1u/iHTTFfYoy6pkjOkamzd2Y42T30kYe7nCpxffx69tXOR6XG893m8bTzo2LxmprU756plBHgpC/sLJ3+OvPvSbrD2SsHlpitJGwuXPLPLwZ2O+MP94wYjt7uc3Dkhczz28IiIiIiJdiirlOznahlPs6Nv4bFy2ZXSuCnbJs7WVTEaKEjNSyK5uUr3XoLLkub4xw81olnW/1Su6XxJi0BanUUrYFBm3ZZ4MJ3hfZQkmY6Jxi4k9vPY2Y6/dZ35zvHVs3/dK+RgRERER2Q/epzcBPThM66Zh4VYcLUr3j9oVjAwlZkZZZ4+S1sg8h19eoXxjkfF7jmsr07y8cZaFZLzrKYr6quSrafK9UbIP1xwHLYDxeGvS38Tmv4U1vqtCpvM9BPABEFiMAraIiIiIDKujUr7r4SShfH2B2RdWGLtR4lo8w7zbJO4zB9QbIAha1xTZ+tQ5g+ucRDrC1wFFa/p0sIhvNVvGdlyia60/EpSYkZSx6QeA9yQLiyRvX2fsToOl5Qmurc+y5Ma7AmnWBLho202nUW8YXMikjdX8gICbvXfZ++e8aQZvBWoRERER2UPeEb91Df/1l5i46Xk7Osl8Yoh878QMgAmC1gc2XaP6ZsVNJj8ue9RkP3Pnuj7jjWGHu8bkGFBiRrYy5p2d1J3HOA8eEmdJfHfCZTvjorc7Xnok+HT/rcn+DRoRN984xf/l9vv5xbUTrYbL2fvW+q/xaTKnVeWkhJeIiIiI7IGsosYl6VYmb9LtTINusDqHdx7vPBhLYwoePTPPOybvUOm4hhjFYSLZz2w7ElVZwsZoPT/SSoMPkZHgOjLg3oNPwHlcHFBPSiQFSZXAWIYYntcWfAO2GgQDw43fO668SffvOsAY3MIij//sGX7/dz/CL/zgs3zok/8jF4Og630O1EJNRERERPaZGTJXYDz4xG1dUwSW+qN1/odHP8WMdUyatCXCKCZk8rKfP1vXZ20eYm8xrjnco7P5rxI2I0GJGdlTkU9Yc3UiPBVjCQkITdCVvAmMxQ0ohxwZuWDro5jy9QVKqxPce3aaqEccrtiYaMKQzExiNzZhZeUBvVgRERERkQ6e9up7YylVI54MqyOfjBnE4SjbmKRiSMom7dWTUVJmZOi3ZNQV9SjJj9G2BhN4wiAhKChf7Gxe9WIU8ZMv/gd8/Pf+In/zxif5SqPMK1GDDdfo+lptbWrKb0fyDpzDRAm4rV/QzkZhP3zieWb+/DXe/NsBy9/zyIG9dBERERE5ovJr/s5rAmMwpRJ+2KtFw1a/ypzOpEzkE+o+Gtiv5rjLXz+VCPih09/BfN8Ct/6IIzk327uPZK9/LznyVDEzyrJfaGM6pjNtBVBvwFhPYByB6d4+kzWtyhIsV6M5bnzjPFNvwu/yOB868SZXwns8VOqu6FD2nHQqk6GVgfHOQ9JMznQcmm8Q9mw54Fef+gxvP77GD3/j/8rkA3vBIiIiInLcmSCAIBiqGW3Q40ZrUe4g8gkOR2jSrxxV2bo+a+nwibHXCJ50/OKJD1CbOU8I7ddoea2BLaOd3DpudGU8ylpNfzt+4b1rlSIaD1k+IPG2cDR219OatKt4tB7ypeVHeb52mfoIdl4fxALViQabpy31mRBTDtOToDFgbSsNk28U1j2K/GBeu4iIiIgcEwXjs9ObhUlbj5leCRiAZNwRXDxHcOok2KD1tJ1CE2Cb/xtlnTsHpqzjsfJdzo6t4kJbWH3URtdWx85o/0ZIQVLGd3Ri981PGxJM4Wjs0ATt1S/Gg4HS/ZDfee0Jfv3OMyz1iB1ZE+DIJyM3Ni80lstzi6w86li7EGCqVUxYglKAL1mwEDTjdTaCPP+RjtkTEREREdmBgoRMi0vwcQw+nQZqO1oa5LfiWCxmpsHGO87grpzHVivN5zdda/zQBIzbMhbT9hyjJlvPZ84GY3ysWue9U9dwlT5lSh3XaHJ8aCuTpPZ67LKHcN1Qv1fh1vgJNpz+X61TgOHM2CqvzEU0TlQgDNNmX73KFkVEREREdmsf1prlSkx9toIPxhirXcaNhUyM13v2kwxMdyX+KEu3NAVUTYRX/5iRpKtl6egr47oDtYHAOsomGWq0tXGGIPKc/Lajeq/OnY9Mc/XdJ3lfZa3r2GHHbR9HY6bMXzz72/yRmVf4f5V/CPdrJzCNBniPiRIKWvq0ncDSEkjSZms26B55LiIiIiKS11r3F6z5C47zFgIcgfEkucr5fLVHYAzvvXCD5z7yJG7McOohx8nxBf7rS7/bSsBkzX6HuZYYVYl3JFiM81rXjyAlZmSgdDiTxw67ccaBSWDi+gb+K99m+vSHmY8nge7EzCgLjOWjVfho9Ta/eP4u8fhpwlLzVzJO6ByC1XlXIS2BZKspmyptRERERGQYxvZvHmtss/chhQNAOj0+cY9vXrrAo6fm+QePfIrHwvbRFK55HZF4owEgfThvC2/OyvGnxIw0L+Zd7s+0suSl5RqV75zkhfnL/ObkO/lQ5bcZtwGTplIYVB1pbxRvmwkDY8FAonZGw2mNKU/ft7zs/U68a3vv0wbNA+56iIiIiIhAcePYzrYG3uETMA5qLiTy+QqZ9nW9xfLhiddZuVLlSnWeKdu9FSff7LezX6WkXOddWRkpSsxIqmv7UpolN/NLXPjCOLXTZX7n8uP8ybkvcTrYZLzku7YgZUHWG/AB+MBic2P2OhMKRftKFZzT941S7/GEhe+RkjIiIiIi0ku+b0nXut90/9l78AkmgQ1XYd2XcD4isN3rUIvhk2NLfKL6u1hjGDfVti1P+dYF2bhsi9W2ppzs/UoweF0OjSQlZqQvH0WUljcph5Z6PSTBknjTLEfsE0yzeN+RfOlMzkiHUkD90iz12RLxyYjwoF+PiIiIiBwf/ZIyPVjjCPpUcwTGUqGkRMse6Pc+y/GmxIy0a2XJHT52uOUVTCOiujpHY+10WspYkCmHNChbXDot24PxHu98utUmJ/IJFtNVPTOqCZvEO1yzPMbNTPLmT5X44Pte40/PvcK0LQ/4Wrp60YiIiIiItBm2urpgCEhoEkLjsH2SOFlVzKBtSunwCiVwOmXvn1WDmZGlxIwUawZlH8f41VVMpQzR2bSHzFBfD7juE4D2Trbr3M7lygHTl5b5Wxc/x+mgQWjGDuiViYhs8QXxXPZW4h0xCT33sarBu4jsh3x/yXyM6ZzKhCfoMfo6r98Y7M6JTqN8YxaKk1jBsMNW5NhRYka2zXnT1sCrL+/aKjpsM6B3Vss4PIxgcM5+Xmt8KwxXyxEXggbjNr2b0Ouklb5vTVqwi4gcWctuk//v8tN8beUypder0IiKD1SsF5H9ko8tNqB04Rx+epKNs4YL4SLTNiE0lR0/ffGY7dFa9+f1Sl7J6FJiRtp5vzUZqGDxlwyRKS+SbdUpnuTkmz1rVNiINUyWG5wvTQ4M2A6/438PERGgewpHr8dB2yb30bJL+Pm3n+XOK6c59XparSoiclBMEJCcnWHj0gT1U45zpWXmbJnSNlbqnWv+rGp+5Nf6Ij2MbppSevN+4B0516PMbuitTgXsqCcZOt7yfncRWncddKUkIvtJ1RkPRM0b7tybZvIty/i9GJzupIrIwfKBxZUMrgRlHMEQTYLzVBGyM4kuz0eWKmZGWb+xeZ2ajyfekmBIvCfBte0RjUlImvPdvAVsujcVk27V6RT5BEgTMqEZ7flDWUVRZ1+ezuRMa9sXEJqA0MCo57NEZBfyvQXyfy+SizVFJemyc/eSMSa/UeXSv3oLv7mJSxzYoLkduPlvoiSZiOw1G2CswSdJV4xx5YBozOIrCRWTUNnFNiZAE5s6dLZ1yK6lIh+k59vOc4Ace0rMSGrQvvXmot1hm9tneh/rSh5XsrhKQGlinCQ0adOwHgv4UV/YJ95Rso562eITQ6Bu7CJyyBhbnAEe9caNeyXyJcornvj6DTAGE2QXSwf9ykTkWNlOn6rA4IPsj0oO7JWi82ZgbOuGtYwuJWZG2bCB2QYQbGW5AzyBMd3NuzycKy1RubzGcmmCeHKMyQvvZP7dhovh4l6/+mPl6RO3+dzHHgEPPzh9q+vxfDlo56hxEZFdKzofZFU0BfFGMWj3uhbnhtZ77pPmAn2IGyYDjxMRgfaYkfFucAJ4B0kZnSO2LzQBiTdpmwKPqmVGkBIz0l/rzp1tC8xFU5kCY5mzGzx5+h6vB4616gT1mRL+yiang1Wg3Hb8yPeUyXmsepf1Jxrg4YmxO22Pde7RLTzZKXCLyF4zdqtSxlj8NvsLSG9ZXM+SM9Y4vEkbbhZtKegpOx/oTquIDCtfNTMg1vg9CPtFI6GlWGAsoWk2f9fafuQoMSOpfv0FvMNHEWPXQ/7B1e/jY6fe5NFTX2Q2GO86dMo6Pjj7Ficr61ydmuPemQmePHmPOdsgS8yoGVi7wFgeLd/lySu3AXi0fLfr8aJ+Dul+VNKsukaoish+CALsww8Rn55i44Jn3EZopsbuZXE9H9ONB+92EMd1ThWRYWSTV4dgqhUWn6wy/2zCo4/dYWqPtjJp+6uSU9KbEjPSqoqB3IhOY1p34nwc49fWOftcxNLiRX7ug6f4c3/sD5ktWJufDcb4S7NfI5r1NLwn8lA1cCoYA9KGv5FPCIyhMuINf/M+Xl3nqSd+DoA5WwKqbY8XBfGYhIj8VgOVPIrIEIbdAuMdplRi8dnTzL/bMPHORWasxjjvlXxcdz6rfBkijudvpKhSRkS2I0vO2OYi3hXEEGMw42MsfHeDT//Rf8y0TTjTvBmbDaHo3FavhMv2ZT1l1BRZMkrMSEu/O3Xee4zzA6/9QxMUVtJIf3Ufs5CEJBimjC58ROQQaAb7uGqIJzwTlYaGeO6T0MTEY4bg1Cl8rYZbW1OiXUQOjDGGcCzineWxob+mV3ImX/ktuzDM9EQ50pSYEfB+q9Fg7nP5O3GmXGb+mTL171rlux+6xtwQq/OirHpoAvWW6ZB4x/9v5Rn+4W//IHj4y3/sN/gbc2/0PR6gRECYTcdSgzARGdY2Y4VxYBKInSXyujO6V/JbVOdsjZUP1nClJ5h7OWLst7+D29ws/kLFehHZT97jvcd7urbSB8Z2bWbttd2+8+uk3bYrZdRT7NjTb4mkvO+72DOlEptnPN99+U0+NvM61R7BJO174lpJGaD130xgbFeAHtVMevY+Pb96idNftpz+suUbqw8N9bXp+0g6yUMLdRHZLWO2PjLep4kZD4mzOLpjumxf/pyXeMeEdTx28R6rT0esXixhSqXCaVgiIg+E8+BNK95vd53u8Dj8yK7v95Ua8R9bOuvL0FwI56vLnC6tFE5lgq2kS2AsFtP6yFOQ3pK9T+txmfKqo7KasBGXh/q6NgrSIrIbbX1LthIvPoqZfmOTU1+H+2/PUPOqetwL+RgeGMuUsXzyzEt86Ok32LhgIAi2KiHz/yZKwovITuV7y3iXfvRaP8YxvDXOX7v53fzMykNs+gawdQNW9kfiHQk2vemqtf3I0VYmKdbZHNIa3JjjyeotzpWWCYYIFkVli61KGpXCt9mIy1TvNzDOs9pIG//2Gi+o901EHhQfNbBffoHZr5eoT7+P1R8qKwbtkfz7OBuM85dmv0Vt5ht8+NG/AoHtTsIoKSMiu2CCAIxNd8JkTX+zKsl8fDEGH8fMfcvzG7yfLz7zMD/yvleYtFsVk84nrVYFReeELIGv88XwsmukVjP4zsEe2XWBzgXHlhIzMjRvPVUbUUZ7G/fKhmtQ9zHrUZkwdhjvWY/K3E/WqZqAigl1d1pEDpSPI3wcYRJPoni0b8ZMmYrx2ECLbhHZe955hm5rkiSU1x2VpRJr61Xqvv2GYedUJoC6j6j5mACj9esObPoG95KYW41pNAdkNCkxI6nOCpjObKwxEHhO2BqhSYhyDWiHyYbnGwEXjdjL/jtKmfXEO96ME16PTnFneYrLtRjjHLcXTvDZ9Yd5snyHZytb3ey3evY4LFbj9URkZ4omO/S7A2ds804rBM04FPkEhxv6HCDDcTQb+gRBuuWg3x1SY9I7qmr+LiLDcAk+iyn9Kt+9x0cx42+tY5IJbpwaY95VOO9jQhP0XH++EUW8HJ1hLljjA+Uak7ba9ng2HrooqSPw7UbIv1n+ML9x4ymm1+Lu2J79uXNXgxwb+q2Q4Zh0v2NoYgI8CZ5kG8Eg3yxSwTjl8My7Ma5FJ6nXQkySYKKEZD3kldp5bifTRD7pSspk/418QuQBjwKziGzfkPvXjU2P8wXHqxHw3olJqPkY73Lvc3a+7PdvpXOqiAxrwLCP1mFJgl3bpDJfJ1y13EumWHaN1jq0U+Idy67CtcZJ7sUnSHRu2LZ5N8FLq2dZXBnHNhKt7UeQKmZGXa/FXucdVe/AQ+TT/5cJ6Z0xL9Jvr2lWETJqCZu6j/gntz7JH770GJMvlbELd/FRxJkvnOQXb3yCTz39fm6/+99xqTzPhyrzzNpqq+nyrWSTz669g2+vP0R1wXfvDxYR6cVvL2Z45zE23WqZSasfVbW3FxLvWHSb/JPFZ/ny4hXKr4xBvb5VLQNd/R+2Pq8mnCKyDcM2lPUOFpYIGxHnvlTmb5T+9zTOxPytT3yW/3TmRtfhDs9LjfP89vyTPDF1j++q3mS6Y1mvvjP9fXn9Mb7+wiOM3ShRWrrfu3HENs/hcnQoMTPK+pXCZY/lf/G9oeHThXi/UsYig4LwKAbpDZ/wxdcf4dxvlpi4VcMtLOJqdU5+JubU2Bi3fvQyv3jqAzw9fZsrpz7PSbtV+nk7qfCpm8/y9t05zs5rYS4i2zTsgs4Y8A7vLPkboKMYs/eLw3MvMfzca88SvXiCky87fK1eXLYOWxUy2sIkIttRtO7PpjTRvW0mmV+A+QXK127yyL8LsE8+wi89/v4eiRnHK5vneOH2OWpJyOqc4XzHMTpv9Pf80kPMPh8wcSfBLK/1P1ix/1hSYkaKZdnY/N+b1PxxDzmDTcAkW5VJvhEBMDbveO2Nc9ycO8FYEPGe8WskPn3vv7z6GG+8cZbwfonKQuOgXr2IHHf5c4FC/76JsKwvjDFzw1Cdb+CH7f8jIrJdbfHFDd4O6RK8SzAbNV6/fZqfuXCOwLTfFKy5kM+9/Qzu9UleiQNWr4Stx0axKn47sp5tq1GFcA1K60nrWkBGixIzo6wz+VL0eNvfwWF3lZjpNQJ6pHW8z35zE1+rM/OV21QXTlGfneRX3v1dfGouAWcwCVTvWx79Yp3y3UXM7Xvb6vcjIrItzea/RT1mJJVvcF90bsvOfb3Gyi65KlMvlrnw2ev4tXWSRo+Ee7OCKW36q7gvIttQFDO8B59sjc3udRzgV9eY/vwF/tubP5l+wmxV1JsETj3vOf/cbe7+0XO8+uxZnq0sHrsBH52xvCi294v3Rc+34RtsuIS7q5OcvV6nfHcdX6vt9UuXI0CJmVHXawtTj6Cc+L0LqsclSO+Z5nvvkwSMxy+tUHnLEi5PUJudorYRYBIwDsbue6pX53H35nG1+gG/cBER6SXp0wcm8gnLrsbt+ALlFU9y6w4kPZo+qreMiBykOGb8niOpBKQF3GlMMj5dm069tUHy+lXG3n2G+WSSur+LxR6bsdn9YnnRNU12fL5JflHyfsMlrHpDvV4iWI8wG7X0WkBGjhIz0s1YuvaaQttUprx84Bk0Aq/fY4l3xM1WVxUT9jzuWDEeb006Hy3rlN+8I+o2NrDeEaxtcDp2JOMheDCJw25E+PsL+Fq9mcjpn1ATEekyaOSm3eoj5pME4zwJRkn1HrKLj87FeL/z4udrZf7+2z/Ga3dOceFGDElSvCAv+rdS3BeR7eqsfOwXPzrijtusMfXt+4xfH28/rjm5r3R9nth7SpuOLyw+wbnSMh+o3OSRcBLoXV1yVM4nRcNK8pUz+XHgALeSDW4mFZxPdxsEeB4ubXC+lL4fkU9Yc3W+VD/Hq/WzxHfHKN29hV9Ywjca2/u3kmNBiRlplw+O+ca/Juuk7toSM52jnB0Q7HAKu8NT8zEBhhLBkQnUu9Z5I6GZnPGNRlrOvrQMt++0HdaWszcm1wxSGXYR2YZescOYrTHZzQoO4yChmbiXNvnFucPjcK0tpqEJes6v+lbtEi996xJjtwKqd5Zb73WbQVvINJ1DRIaRXy9Cc1tk//higqCVLPb1OsmrbzS3UrrWetWUQrCGOIoBCOoJry+e4otjj3GxtMgjA+61HqXkTC8O30rMVEyJwFgWXImX6udxWBq+RIBj2r7BebYSOeve8cLmRb6x8hCVhQC/sESystL9bwVa448AJWakXb4JWG6h5+sNTrxU4v8889N88NI1/uHlT3MqmEgDaau0b3tBtajfTEhAMKp9DAbdvR5Epe0isl194oZ3HSOaDQRKyvS1dU60aW1/U68y92u1OSauB0zccNiVzeJ+Yb36wQ3qEycikuc9XYn1XtPfsoddweP5iXDepxWV3rTOJ+H8BqtfO8kv3Jpm9iMbfLT68h7+EAerV2+ZtDJy6z2KfMJzm1f4pTvvZ6k2xt2lSZyznJtb4fLUIg5D7CxrUYVX3j6HWQg59brHx/HWN8vOz23XWnKcKTEjqXxJdEFG1q2tcfFnX4PPTPL8v/80b/0nv8ap5i3ALCgNPzy7fduSJQ04FsO4Le/mpzh6vKGtsf1O7nz2+DcTEenLdyReOrlmXLEBxhq8hQBPYLYT7UdPYGzzfJj+31YVjU9aJe5ZVc13ls9z7g83Kb95F7ewmD5B/k5p9m/Q77ygahkRGdZ24kWuMbAJ0nhWWNXnkva8wStXeez/s4Q7PcPPnf4Af+vki2lcLKiKOYqVMvlrGDytny3bMRD5hLqP+KU77+fVL1xh7J7hylc3CJZr1M/N8tbcmdZz2cjzjjdWsPeX8evrJJubzefNT87qrmjdekzx/zhRYkaG4z3JvXnMwhKVpbOsuip1Xx+tLUf7aaeJcJWwi8iDoDjfZjtTN4rcTzZZcpZ76xOcWanhllfSngIiIkecq9Vwt24TxAm12vmDfjkHZqVepbJkqC44wpuL+MUlqtFpSusT6QEGbCPB3LhLfH/+YF+sHApKzIyy7K6cL2j0W8Q7fAKlTXhu8xFC8yrvCDc5FUxs+1un5d65P48o79lq+ptv/jvMv0uWMd/uv6OISCfFjn2zVUGTWnM1/vv7n+BX33qa+PkZ7PxbJJub6ZaBLK47VUGKyD5orR07tscUVVB2bFfqOq7X8QWK2hfkP3+UrgUGXcOEJiDyCYsbY0zedIzdi/Cra7j1Teytu5QWKlsHe4dbXev9zdr6SDbfQ52vjy0lZkbZdoJgK+g6bOS5VpvjWniSS6VrPcfH9Qqy2V77oxSE95PpjK/GptsGXI/pWB3Hpv9pHq8tTSKyj5JjMvZ0N7KtSZ0jYIvOhUXnucg7vjJ/mfrL05y45vHrG2lfgXySfVhaoIvIsDobynZe8Pcz4rGmM7E06BomMOn465PLCeFKA19v4KMGSdSjMrKoAr7579VqxO/Ua+a4U2JmlOV/uYuy3W19Z7Y+P/VWjc/91gf5t6fey/c+8xJ/ZOYlzpRWOResALDiK0Q+YN1V2HAVzpWW+WBlg0lbBXo3zhpFxoALzM4bODbfQ+VjRGTPFC0QtRhsyTe9z5/His5l+cX81XiDn19+llc3znDtGxc4/bxn4lZjKykDqnwUkf1T1Py3n0G9TIZcu3au+3s9fpj1u9lcdEziPdFGmbGb69jldVwU9W4/kK+ALzj3pjdq0Xl4BCgxM8ryndg7R6b2GcFcev51nrwxR3Ruht/56Xfx0tNneOTEAh+cvorzlhv1GTZdmbu1SeZrEzw9c4dHz/4mkx0xLRuzPdJtJK3HB+BLO0jMaPEuInsti/2GXONZx4hH6i7ZAjwbj9rv3cka/X61fpF/+pVPEN4OufT5mOoXXoAkwSduaySt4rqI7KehWhc0j8kav7uCIRNFTco7WdOWuzkuzX8zrcbuzWSX8745nak5qWmlBK9cJa7Vi58gv60MuhMvra1kuvs6KpSYkf4KsrO+VscvrVAqBYzdnuDm5EmW5sZYiyo4DAub4zSSgOW1MRrrZRpJwOrpoHBcKBSPER05+fNklh3XnVMROSTShXk6lUm69TqPBcbimovq1WSMYLHE2D1DuNzAbdYAWmXqIiLHSpIQbYa8Eq0zZTxngvFju9632K7trfjmFCuX7KwyXgM+Ro4SM9I+bjkfOHpkwH0c4VZXMfU6l3/Z4k6MsXFhgrcemgagtOkxCZy/H1O5V+P2x87xrUcu8GR4v+2uYtgcuRr5hNhHoznhyYNJwGRNf6F4/PWgxmpDNF4TEQG27oIWVWjkxqNiVSWTl1XH5O+IZuexxLuuMv32YwKuN+aY/Y5h9qV1wmv3ibOtqHFxX4H0wYIEveK9iOy15khs7/zW+r9zDHbzuJbO64TO52hEVN6o8Fcv/zQfOXmVvz73HLPBeFufrqO07u/sL7bV2L37XJlV0Rhj8L0SLP0qYgYlcnQeOJaUmJFi/X7RvcfHcbov/uXXwBimHr5EuHoaDAS1BBMllG4uEF+/wfSFD3M7nqbubwFbC9lODj96xfLepM1/d7NtdKf9aURktJk+DcO9p+3mn3cYDw3SaRNHbUG9F7KFtt3hmWrDlRmbT9KxqSur6Sd7nGtbzR5VwS4ie62wr+QQ8XxgsqD9Obz3lFfh6v055iobRHO+ldw4yoqav++bXk2B5VgarVWVDNbR6LeLKWhU6z1+eZXK2wtU3logvLFA6dbWwnPsdo1/8Affzw9++z/gF9dOdT2lxRSXAI6aXg3BBmXFc+MMRUQG8q65NalPRrit6WN63OTNhL/yzT/Nf3T1k3yxx5b548w2/zeMoqSV8wbjgKTH+56L99753j1nBp2nRUQGMba9KnLQeaFg7d/2mDHFz+HB+62vDYxtrvuPTnI/XxG5o9fer9q9V5Kl6P0d9Hxy5B2N3wg5HFpNIW1XIEkWF0lev0ry+lXiq28TX7tOspJOaSpdn+f8bwasf+Ycv3z//V1PGxhLaEZwG9Mg+fd7UBBWkBaRYflmmfnAuOK2ttJ4z/jbq/jPz/Lc7z/FH2w88WBe6yESmqB1A6Fz61J2/uqczpQdl3hH5AOMS99L33OhnmumqbguIvvBWEwQYIKg/ebfUOeFgsRwtlaFtucwPZIOw4ybPkxiEmKajd77xPi8LInfO9ab7n+DTq0hLbn3t+hxOTa0lUm2r1dT2h4BwkcR1cUYF5ZYqo/t84s7hjQeT0QOAbNRZ+KWwzjLr995hkvhAk+Vb/PucnikFtm7ERjbc+TroOMDXNprIKNFtYgcBO/AD6jG3u7z9ToHGDDmaMe6YSols3PgYrLBr6xf4cXNC4zdseB6/+y+z2MFB3f8/Wi/p1JMiRkZPPJumKa02eMF/PIKYy/eprwww53Vqa1F6ogs5PsyPj03Fr0VRe83qOGXiOxOUdzOzgO5CpmtUZ7pHnd/4zZzq+vMzk1zPbjEf/HIT/O+97zBP3/03zJpqg/+5zggWbKl865p9t/Oc1trdKrx+AAoBcV3kosa8ffa4trrMRGRQZq9Irf7NX0fK1ivep+ucY1J41/mqF0H9OqNCd0/w5fqs/zdX/7jzL0AD72wkm5JLeJzDSaHfW+zrWea2npsKTEj+87HMX5tHTtWoRFXH2zTrKNKI/JE5EEaYoHsNjdxm5sEUcTkjTlcKeD1h05x5+GYhE0mTeXILLR3q7CHzIBzmz3id41FRHbCGI81W8nrTFEi+6hbSsaZuGGYfXGV4M5Sa/peIa3zpYMSM9Kete35+A4ey0sScI6oUeJOssmEscwG49t6mYfZsNn/wpPQdnNU+Tvc+b+LiAyjKGa4pDshXDRK2xj8Zo3pby8xcWOM28ksP8Vf4LG5+/xXlz7N+yoV4HguuHei8H3o12Mmd8yOHhMROQg9biiaZvNf57f6cB0Hvdb9NR9SXXQE1+/h1tb3ds3uh6iwkSNNiRlJ7fMvufcemziS2LLsArAJJ0Zs4d6v1L2QEi8i8iANGWtcrY556TUCYzkbvItb4SxfvzTF6+dO877KSs9YV9Qs9zjrfB9aU5m201dAROSwGzC+OTu1HP+oDzUXUl51xHfu7X2PSF0PHHuj8DsiB8mYtLlVFMFmjdLVKv/5Wz/JP1v6IGt+a97qdpopHnUxCXeTda7FIb4WEDQ8JnLdo7E1ElVEDqPcSNRwYYMTbzkmr5b4mRsf579feJTn6h5Hd+zKplkcx6RMNgJ24M+mkC4ioyQX80ZlpW8c6gMjO6KKGdl/3uHqdfziEpd+q87Nq4/wMx+5xE//4FeZPibr836L8ajZtCtbtK8kNb5Rn+HVxjlKyyXClQZ2M23CZoIgbRTWNYqwoHpGAV9EHrQs7vgE7w3m9WvM3V1k+vwp3rZX+MfnL/PiR8/z7EOf31YC5ig1g0y8a/WTyb/eXk1/s1Gqzqu3mogcIwMqZTLpVqbjFf8GJ+ELtgKLDKDEjDwY3oPzlFYbjC2E2LWAyPde0B5nNe+4Gp3mjc3TBJuGoJZgG/HubqSqWbCIPGje4+t1XJIQVCtU753ABZZbmycO+pUdKtsdsS0iciw4R2nT01ipMF+bIBmBdWqCVWWk7JgSM7K/spGrNsAEFg8Y7zHekGCOTYPIoru92ec676q+Gk/yT1//OPfvnuDcS47ya7fwtRpus5aWPhqLCUxrqwCgpIuIHEo+SfDOY5ZXmXtxg4k7Fd54/0l4In28s2Kwl6N0HgiMJWCrEqbzsV5f0xqXHdjicdkiIkdRjzWqr9c5+4V5Zl+Z5M3vv8SdR0POd1x5HqVqyUyvfmlpZeTR+Tnk8FFiRh4IYw1Y21b2eBzKGnvdBc1K3QFCE7Q9tpBMcv/WNNUbIRO3asS377Q9bgIDQYAhwTvbv3mYFvcicpC8T7c1bW4S3lggWJugtjaBw5F4gyNLUAcDnujoySph2vrp9LnZYI1Pp/ApbovIcTDgpqGPY5IXXiF4AU48/jFWfOUBvbD9k637s7h//M5scpCU1pP9531a/eGajbCy7uymO6AX3YE8zAY1srQFs7DngjXOXlyk/kiNtYfKlB66SHByDlMqtZol+yhur5gpkl/cq6JGRA6QTxzUG9i1GuW3KvzVG9/DP1p6lIWkjj0mS41e56eiOF/EeYNJAOcGj8sWETlGvIGgR/vfw14tk4/92brfYtpif91HLLpNlpMxTFF8zw/4EOlBFTOydzoDTj4wuQSfBG2fC/CHPhgPK9/kMVNUup94x6Vgg5++/DVePHme33vjvUxdPU24uInZrOFr9eE7uWfPfYQSWSJyPPkkwa1vYOKYk99O+O3y+/jtR57gEx95hfOl43FPsVUZk6uKyf7rmlu2BjHOQ5ykNypERI6TohuG2ed65CSOwnVAv9if2XARN5OA+9FkOn5KvR9lBw7/b4McK6aeUNp0BBuGb9Qf4sXGBstu86Bf1gNVNXAhXOThsXmSqsdVAnyYu3BRIBeRoyhJII4J1xyVBUO0UqHmR+P+zzBVM8dh+66IyLYdgeTLbi05x9Vojtu1E9ikIyklMqTRWDHJgzFwr2mEvTPP2PomJ+fO819/9ce4cHKZv/XY5/iBsfWBzSEPo86mZZ2VM53NjQNjmQsqfO/4dZ4o3+FnZr+HaCog2AjTfapuuLuugBoDi8jh4RJcrY5pNBh/YxGbzOBKZeaTSWCj8EuKtgUd5nNA1i8s8Y7IJ23nrKKGwPnzQXbH1ZtmvzV7eH9OEZEdGXI9msXEo7Lu7+wVmXhH3ccAVEyJwFieq1/kZ659glevn+GJlcbW8BMlZ2QblJiR/ZUv5fMev74OcUz1/inM9TGux5Ybl+dgbP1gX+cO9OuF0288asWEnAlCYB0qCa5Uwgc7CNxKyIjIYeKSdLDcyhqVOyHl1TI1Hx70q9o3Dt/V+LFf7E+waTm/1UJdREZIR0x0x2CetOvol3MvPsH1pWlYKmNrtfTRLDmT0bpdBlBiRvZHPhDlkjM+SjPMpc2EYNMQb5SIfNAqAz9KY/PyC/Ci15093musHjTfmmxKR1FmPR/EO/erav+qiBxG1uKtJb9zpygOdiYxjkLcz8tvXxo0NttithpfOsVtETmGjEm3LeV7JWbJiVzYG7Zh+mEVGEuF4psOBXNNUlqvyxCUmJG91atkr5lE8HGUbmmqRZQ2INq01F3YNXb0qLSKzBbfUdb4sWDrUt1HAOlkkqJRqsak3Z6sbd+HW3TXtfP9VXJGRA6bZkzzNm3ynhmmgeJh16saJvvZikrzs79b4zkGN4pFRIoZiwkC8AYfx1uf9x7jm1WDHN24n3/d+e1NiXc4b/G9+ohpnS5DOlq/GXL4DQo+3uc6tbc/1Fq8HvJM+qCR3p2PdY6KLfxaR3OceI/nLUp4tb2Xh/s9E5HRU3Tn8Kj0FOil13mq13kr8Y7vNDb5V2vTfOneFUqbaYNkTWUSkWPJO3xnVaAxrQrKfuvnw67Xaw+MxRqHMZ6u3IySMrINqpiRvTdkEPIGfOCxZivQdTbYOiryTSEdvu2OcPpY0LsiKF/u6T10jl3NSkNh+FHaIiIPgjGYIEgX4lnzcu/p2H7fao7by1HbxprJL9SLkk4Oz9+7/QP87nPPMH494PKt+/jNzfa7ySIix0Gzz1gbG6TniMMf2nvKN3LvbPzeOgZHEDiwfmd9I0VQxYwcFJfeTTXOEPlgYBXKUbHjhma7TbYoWSMiB8jYHn2yRkivpNL19RnGbwSM3/GYzTo+celocRGREWEcLCXjrLja1vb/Y8Sa4t0AItuhxIzsnUEL8lyDW7tRZ/yWZ+yW5avLD/Nc3XMj2TgSyZnA2K4FeOSTVha9V6l+YGzrcYAkvw1p0HvnnaplROTw8R6fJPgk2eovYAzGp/1UkiFXqUVx9SjpVUXjcFxfmGH2lYTpN2v4lVV8rZ6+XyIix0Wvdax3+CRh8lbCf/Pij/FXrv0IX60/2Je2V7J1PHS3NXDZHiYt02UXju4qSA6nYe6WGoup1Rm/FzN2z3N1eY6XGue5GY/t/+vbB+kWJdcandfv4qLo4sMb0t/Enic1395PBkb+zrSIHCLN+GSsgWZiJmv26I5y/foA/bZfbU3s89RWKky+vkL57QXc2jo+aijJLiLHR7/1qE+3uVbu11n79hy//9LjfKd+8cG9tj3W7yZCz+a/IkNSjxl58LzDb9So3qvhgzFuLE3ynY2LzAQbOJaPzESmPPugO81rUS8ih4kxeOcxpj2JnPUQ2+seMr2eb8M1eDGCJTfWPM5yMljn6RDGbXlPvne/799TZ3JdRGSEBBsNqvMTuDBkIZk46JcjcigpMSN7Z5iJTE3J/AJ2dZXJ+2exb13gd6cfZzxo8ANjXz9UDYCHWXwPamrZj/dgXHejTBGRIyO7W+oSfI8tlw6f1hV6v+sYn3hHTNZouD0+33cNfub+J3l95RQOg/OGd0zf5W+f/U0uD0jM5MvS+8X8rJF7r0lMXV/rSWO8EjMichwNEdvs0hqzL09RWg94a/MU8Pr+v66DoDAvu6DEjBwMl+BqCbZWxzYM9ahEzYWt7UDHWeQTFl2Nm0kZ6gE2BhOrf4yIHAPet0ZBH0RVd80b7tYmubs2SSMOiKI0CXTz5BhTZoNxG1Ix4QN7PaNwThMRGShOCGoJQT2g7o7+5WffakmFfdmho/+bIYdPdve0V6Khz+P2ELQ9GvauadHXFDWA7HyOV6IG//DuJ3l56SwnXi4x+cYidmWDJGqOTx30/mWGPU5EZD919r+ythWfgubtw7S6xPasMhmmX0teqVmn2L2VqcTbK7Ms3Z2iej3kxHXPzYuT/Df2x3nv7A1+fPprfHe1+MfIj0St+6j5um1Xhc92Rn9bbDqlI1BfMBGRvKz6EDhU1fI7ZYzXVCbZFSVm5MEyBoxNJwxli9TmiLngEKSYswV1dqLoPE3sRZ+Ee8kEX771MEt3pzh322HvL+NrtfYpHcYCA6poWq9B1TYicogYgzcGzNZUpqAZ93slXnrF3IzL1Yf3mnwH0MCyulHFrgZM3PCc+uYa5fUJXn3iDLU45P3jb0F1se/LD4yl7mIcjtD0e1XdP0chgxq2i8jxlo9vnWvS3GOm46GtqsKjkZhJepzHNC5b9sLBlyfIaPE+TcrkGJf2AYj8gwvK2Zi7zoV0FmzzY607H99t88qaD9msh5hNS7jp8Ovr+Fp9633J3qOBPXs0QltEDpFm4t3XagTL60zcSvh7r/4Af/Xmh/h8rb0ipbMysVfMzWSP96u4SbzDeYu1DiwEDQjmV6ksJbi1kIWNMVbc4Ol/6cLbEJrgUFRxiogcekUTRPOPZX80W03hIa1KPEpxtvMaIPGOyCft1zBZhaSS8bJNqpiRvZcF4H7Z8zwHSWIfaGLG4Yl8QmAMQccJYSeJl/wFR7/nSbyj5kMaG2VKa5ZwtUGyvJI+mH+Phkm2KCEjIoeJsRhr8Gvr+HqDE6+McfM3TvOrZ09hf8DzPee/AhRXJA5qsJ7pvFuZr3J0OBICrPX4wBNueJJrN6lOjREuzrA2Ns5i3H8aSPZ8vbZKDdJzjKoW6SIibXYzPOOwiElIvMd52xqX7a3BlMJ0Cm1WDa81uwxBiRnZX9m2pX6HNBMzsQseeKPEB5Glzxb6d5MN7rkSz29cxs6HVBYMwUbcnchS8BaRo8g7vLOQOAwRZrNBZcmTVAwLjXGgz3afPRKahBNjNdYmx6hPlTkxN0M8UW6+PEPi+09bytuLpIzDgQejcdkiIgC4PnH4qLFYEhJuNaZZuztB9X6ArUV4wDvFfNkeJWZk/xiLCQLwBh/Hxcd4T1CHzY2QhcY4Gz4h9BElgl1vGSqSLbwthooptX3O5ZpU9mtAWVTG2O9rs+qcf7HyXj711ge49/Ysj3wuonptGe4v0Oosk32dT+iyi4bKIiIPhPfg05HZPoZgeZUTV6cJN8rcWJ8h8gkWs6dNHrN426xv4VKwxo9f/BavzJzlt1feRXn9UerTBlf24CHyQet1ZF8b+QSH63ne6Yz9+XHZQ52nPBA7cA6T9d9RrBaRo84GvbfUZz0l3daa1vj0I/aW+j6u9fdLdq7IN4VPt7wafvXa0zz2cwnhvVXM2zdxcaQ4L9umxIwcKO89NgbqAbWkRMOnSYzSPnRn77XNKJ9Y2a2iE0zkE+o+5qW189y7PsP42yXGXrtNfPXt7X+DogW9yuNF5DDJYlS9Tmm5TrliWa1XqPuI0ARd20ehd0PFTvnkSNHx4zbg6eoNxm2D3z39OBtnxonHwZe24mZamdldQu/wPRu+Fyk6vvDn8SatmBEROS5aAzxsjxuKdus478E1qwcdJN6QeI81vWPoYZX45g+Re+WBsaysjnPum1dJ5hcO7sXJkafEjOwf77pjdUcSwa+tc+r5OmN3Q75ur/CV8+e4Uprn8bDBpOkx03SH+i36OxtKDnuR0Hre5uK9M/lzN1nn51ee4eWNc/zW15/h7O9Zxu438Mur23vx3vdOwGSPaeEvIoeFMfgoJlhaowJc//Yp/tTET/LRuTf5K3NfZ9q2N+Hdq14uVVPiqfI9TgZrnJr5ECuz47gw7TmTsR1ju/OjvHvF/vznimJ+Ud+b7HthPD4wGNKbEYrVInLkeQ+d7Qfaeku2P+bXN6i8vQDM8fryKV48B6eDTS4G40emaiZf8bmd6wSRYSkxI/unWdbe0plY8B63vk74hW8xG5aonXwfX/nwI9TGQi6UrjP5gF5mr9L1zgV3Z4PfroU67WWOAXAvsfzctWe5eXOOM38QMPvL38Q3IpI46n4hg3ov9OtFo4W+iBwW2XSmOMYvLhHU6px6forXNx/hzXfP8Wc++BWmB6xnBzVS76ViQp4MQx4uRTw6Pc+XZk+BIU3MGAiM69qClG9A2W9aX9HnouY5Lv/1Xc2NNS5bRI6jrgruZgN457e2MDVjX7K6CqurVJ3nrYUZvlO/wFOVW5wNEvA7G7zxoBWdKwpfd+fwk2GHocjIU2JGHpweVR8+jsA7jAPnDckhGJuX9Q/I207TyuvxJq9Gs3xl4x3cfOsk1Rsh4/cifL2edmgfNjCrd4yIHFXO46MYShHhuqO8bFnbKD/gFu85zTDa6wJgLxsTr7k6X6rP8nZ0gdL9EFOLIIpBzSBF5LjorNb27Vt8urRGahscttkE+MDOCHtvUGW7yABKzMiDVbTtxvtmsoLmftO9D9Lbad6YbwaclSxGPmmN166YsO24/POmxwf80uo7+Cff+gTJnTEe+WzM2Ks38EsrJL2aIIN6x4jI8ZBvApwk2CRh/Po6xk2wfrHCuh9+6THoLmpRHE7vZHpib9NWAAaMN12dxLJql2waYH6LU/tzFTd+B7oaGWd3VF+NQ/7Kl/805q0xzn7Fwf0FXK2+NTpVROQoMyYd8AFbAz687x72kV/bNqtnvKc1Ic9ij0S1TKfC7avG9m4toBusMgQlZuTB6xOwArO/mfMseK75OqsuoWwMIQZrDOOmvGfTQm7UZ0hujzF+y1K9ukj85lu9D1Z/GBE5jrIETWywmxGl9QTbCHB+cNJ5Jwv1wooXb5pTkYDIspGUqft0K6ntUZ3Zr6Km3+vKP77hKsRLZU7cNZSXY3wjAiVlROS4MLbZ+Nftah3bWZ1+1Ky5GjWf4OKj/XPI4aDEjOydYUY6H1ACIr+YXnab/PXrP8DnX3ucUpgwXm0wM77J33zk1/iBsXUsputEkTX8yppDdj5np68tXOLsF2H8bg0WltJPZqMDi0YLFr0323mvlNwRkcPMe0zHNp6sYmXosdMDtPWNwWCbs1nDNcv4a+lnf3H2fUwGdd5RvcUPjt9lzJTb5jMV3QXtVVWZf6wzKXShtMo7nrrBG7OnWN4Y59x3JvC1OjQK+ouJiBw1LkmrEHuNyy7S3MpkDIQmrayJOTo9ZjrdTdb5m9d/mK/dusTU16v4Wq1929Iwa32RHCVmZG9kSQfoMTbv8GSSN1zC5199nFO/USWuQmNmkhuzni+feYxPjn0DsD3L02G4PgQ3F6Z5/Lnb+PsLJGvr6SebTdEg2Cr13M370vm1CvgicsiZ5pZVSLcQJd43R2gPrygGdy7q021JzYa/NZh5rYGtJ6xemeCz0+9k/vQEf2TsFpN2Z/1muhr8Zp9rVs3MWfiJc9/gpenz/NrLH4axKjjXbIy5jR9WROSwcjusAjSewHiscUd2bDbAfGL4wktPMP31CrMvN/CNRvsB+XX5IboOksNLiRnZGz5dAO94xdkMWNme0/2SeEcEuNWQidsRSdkSrVjCFcOn334nk0GND4xd5XuqjV1va/LWgDVbC3Hv8K7j59tNQ7B+U5pERA65dJT09s8Zw95ZfXTiPl996BKbwTi1uRLhevp1q7UKK/HYgK8e/L2KKiu3+o1ZLpXnSbB8purxYQlTKm3dwBAROY4G3SSME9y9Kv/2/nv53rkKz4RvYI/o5WiEhXpAad1TqiXdzd21LpdtOpq/CXI49cuc9wtOuWqbyAc0/P7kzRPviElYdQFjN0tUn3sxfSCwMHOCm+Xz/JNHv593vPdtPvD4LzAbjBc+zzDNKI3xYC0EuZ+lc3x4/vMw/Di93Wx5EhE5JLJm6YMMs300P6Y6NAGhCfjx6a9x9l0rfOb0u7hx82EqixZvYHVljDuzU0R9Yme/71VUQdl5/Lgp8/HqIu8u3+fvzf4QfqyMaURgdddURI6pbB3bWSnSqqh3+FqdmRcNX4mfZOn9Y/zJqdeP5DamyCdsuJDScsDE3YTScj09A6n5r+zC0ftNkGMrqHleXDnHS5sXWN2HkaIOT+I9kbfYGNzaOm51Fbe0DEsrlJc94bJlsTZG0jW/Y7C9HLUqInJc+AMaEX3S1nmicpuL48vEVUgqBgz4xBC73n1j9oIlbSg/bQPsREzj5BjJzCSmXFZJu4gcP8PGNZdQWfZU7lvurU/s72t6AIwHE3twugaQ3VNiRg6e9+ASzvzBfeb/8cP8m5//OL+6/vSOnirxrjXaupPDsewazLtxbAQ+jvBJko4vjWOChieoQT0q4djeQr2zGaT3Jg3SnVM4mqMCCzWboimrLiLH1RADmboEZvA41cDYVqVM5mxQ4l3led45eZPGnKM+C67id/YiBry2/Fjt/OupmhI/9vS3ePM/hKs/MY25fIFgagoTlvfsNYiIHCgb5KpiCtax3rWaBLuVNWafu8Ol31hh8Y056rtIih/kDdHQBNjOrbjbaYQsUkCJGTk0khdfZfJTX+LC59d5cf1C/2Obi+CioOya/+v+Gs+Gh3VXSdsa5BMhzmNjj43oupNa9H2Hlr9TrLukIjLKHnAInLRVHipNciFcxI0nxOMeHzYbD+8yOVN87vFdny8R8CPTz/PH3/M1eHqVaHYMKhVMoOWXiBwPptlPsVCWqGj+10cNktfexH/l21TvWhpDJjI6Y2v29wednGlLwOOb25ce6EuQY0w9ZuTQK9rD378hY/Fj32wE/DdX/yRX789x6lp3RU1zsmpa7dJDr+9bNKHDOL+1IWrY/jEiIrL3fMd/gfxZYLs9DjqPD4xtTWTq/PzF0gofmnyDL01fwVXmMKUA32MalIjIUeOTZHBj8851sDGUV+BnV97LM9UbfKQyz6mg/9ampCDGAq0q+XwD9v0SGEvdRyy7Btfis4RrhvJiA7tWIz6gbbtyfCgxI8dKviljp99df4pb/+Zhzr4eM/HiXZKOBl3GpR+etJRsN8Hd+/T/eO/Tk5XxKnEUETkA1rh0+5Kn9eG9aW1Z3auFfK/neTIs83DpDp+fu8m3xk5DOWxvDC8icpT1Gm7RwTTjnm9u8x+77/jnr36EJ07e4+KlT3OqR1jMV6l03qyNfELdR1gsFfNgLmtXXYNXozFe2LxIZQHCW4v41bWdT6YVadItGznUBpUoDtpalH+s5kJKG55wLcbUox5d0/tXzAz7erca06u+UUTkIDmfW+qY9MOYB5cktxjGTJmKjVTyLiKjp8dNyaDh2VivcH9zkprfeVKlV6X8fnGkbRE2XJkg8lBvQBQ/0Ncgx5MqZuRQchgin/QtS8yPR80n2fMljdlx2XP244dcsBdtrcoaTmbNhwF8WIKwBJt0jxLPxgf2GzEuIiI7lp0jEtoTMyZwlKwrrIzsTPTvppom+/7Zecwan1bsqNxdREaN9/i4PXkRriWYW1Vu2mnmH5sAal1N1LP/Fq29odmEt7m+369tTJ3fu+Y9S26chWiCcN3jFpfwiWtWyKMKedkxVczI4eMh2WHVSj6gu1wzAbfN8ddFNTjDNP51+K3Gw/0mMGUnD1XUiIjsq/z5xBsPBqzxPbe9wtY5o1fML/p85+d6nne0YBcRIWg4SpuQbJSIfGngGrtX4mWYyX17KfFpFX49KWFjcLUaPo4e2PeX40sVM3L4GAiM76p4ge6gbDuqYLIGjJ1axxnwnckQY6DZTT5bv+80vKffp/nVzTHchXtOs89pgS4isi+y80HZJGmfL8B4g09Mz+l7+TuzWbXLTmVf6/DEPiLyzVSQEvIiIluaITEffw+zwEDZJJRsR9W71vayS0rMyKFk8a0A3XbXMdeosV/mPK8ryBtaiZiuzzN4K1O/rHzWfNh7MHGCi2J8Udm6graIyL5LtxC5Vm8ZHBBbIhfQayNpYCyxT+9+9m4nP9z3Boh9RM3HNFyp9/lHRGSU9EhQZ2v//Fo7Pxq7aA3ea5vTfrFAaBJC41o3dLWul72grUxyZOzmzmWbfnv893K9bAxoJKqIyOHgIVyxlO+UeOveLF+rn+HFxgZrrtZ16KBmkkUXAL0uCiyWAIPd5pZaEZEjqd9W/hzbcIRrBrMR0PBbSfDtJFgOosLmfhLy5fVH+c7SOUr1w1/hI0eHKmbkUOs3/jov8gkOR4mgFdA7Gy8CmARs0tGUy3twPp2mantnK/Oj+YC+jYmt9fhSgAksxpru3UzZCUsZdhGRfZVNZbIxTL8GU2/XuXdvkv9u5od4evYO//Hpz/PRavvXpA3dB599iu7Udn4ua05ZsepBICIjLL/29Z7SwjonrlZxQcC9+ASw3Do0XzFftN4uWuPvl84tVl+uPcKnvvkBglsVHrmzsa/fW0aLbufLsdKv4W/rbmVRyxfvsUm6cI8Ty6rzbLhGKwmzYw+wGZmIiPThDeVVR/nmMmP3HfdXJri2PsOKq+77XdfWVCbQVCYROd6aiZdBTD2ivJIQrkPdhQ/ghe1clpxJvGMxnsDeL1OdNwQbjYN+aXKMqGJGjpyiLLnFdPUCCE3QvR/VgA86SixtAFHE1IsLjN0a50Z1mv/s9E/y1NQd/uO5P+CxcLL1fbPvBb1LLVsL/FxTYREROUDOYGMI1xOYX6S8dpLGZshyvcqGr+CotfUwG1a/44uqaYxrXrA4lb+LyIjpSNb4hUXGXjNEk2e4H022PdY5zCPySdu6P3v8QU5jyjy/8hBnnoPJaxvYOws4Y1QBL3tCiRk5UrKkTDqSeisVM2wjYG/B55MlxqRbjeIY99JrGO85derDfP2RK7x59iQ/cOLbPBa6vpOh8q8N0kodP2jctwK4iMiD4wEHwUZMsrhMuJrgawEb9TI1F3adU3ZqYOWNR/FfRARIlpZhZY2xc9OsxGNdj+dbCBTF6INIygC8vTrLzNfukbx2lTj7pJIzsge0z0IOHRM7bm6e4MXGBveT9cJjLHboZsBZ6aErOt57vEs/soBqYo+pWTbrISuuyoZrEPeY35FfhDs8826Tt+NN4kaQ3hFVybqIyMHLpjJBbqRp+glr3LbOKb1kFZrZR/7zAM6b5utQJaWIjJB+zYC9Y8Aw1GZV/O5j9G61JYK8T88lvUZkK87LDqhiRg4dW4956e5Zfmnm/fyRyRc5lUuPD9sMGOjqD5N4S+FQDNd+XKmWEC6XqI9Veatxmjvlu8xYy2wQtj1v5wnC4XihMcXV6BR+uYyJYlwcbx2QD9LKqouIPDjG4y2tu5qmmTT3QIBvNvsdzjAVlPnHEu9a5w1XMlAKMMFua3NERI4AY9J+i/lqws71cMGauDPOHpaIudUvrM8QDyVlZIdUMSOHjokSNpeqfGXpMlej03velNEMSIrYekK4ZrCrAW/X53gjnmapRz+AwFgin7DhGiwkdV6qn+draw8TrFlInPoIiIgcFoVFk1pAi4gcJBs53lg7yVfrDW7FawcyAnvbhmxwLLIdqpiRw+fWPa586gQ3zjzO3/8Tc/z7z/4LArrH5EHx3crOJr2ZwDTLJTvjaMfo6tLrt3ho8zS1C+P8YvhhPnfxGf7EY1/nPzv5NSom7BrNdyvZ5AubD/Pi5gX+5R9+jMnXS1x4KcYtLuHrdXyyy8lOIiKyY9a49q1MGZcmZpJtlscP0/A3f1xnE0sRkWPB9Kga6awY8a79mI7jg2t3mf+ZR/hzF/46537wGp996pd7VjH2W/8fiKJqeCVsZIeUmJFDJ1laovI732JsfJyXPvokyQd824I6P5Wpn86gbfHgmxUzfYJmcucu3LnLxN0LTD9yhbX1Ezx/6iLR3FcIjSM07SP9FpKQb25c4vnFi8x8u8SZ51Yp3Vsh3qx1bZMSEZEDkJ0umqcF4z3Gmwe2fm4bl+09Xgt3ETnOsjV4Z1KmQHJ/nrnPRZycnOCFx87hnnJwaDYvDWBsOkREN2FlDygxI4dXj1HT/UbkDSx/NOA7M/mtk0d7UPUbm8y8FlFeLvGNyUf5K6UfYSyICG2SJnkAh+HVldO89vYZ7GLIQ2/HlO6v4lfXdIdURAQwtr3xo/Om1Sj3gcmuC1p9fw3e+D1tBZDvKdOL0WlBRI473xyD1/rz8eK8oXVS8W7r8qFXBZHIkJSYkUPJ5BfxuK5F/E4X9D4rZx9iNZ4sLVH9nW8xVi4ztvAOvnbrGXwAvpnEz7ZFlZfg0tWYcDWi+spt4pu32+8QqOmviIyCAYtS30y2N7A4/K7uh26nnN35LPne8YAF0zEOZJiE0aDmvwNfk6b1ichx0G9Nuwfr3aI4f1BbmHqeG/Jr/dbjg6uERIooMSOSaU7raPEeV6tBI6K80GD8bglvST+MaW6Jgsqyp3q/QbDewG9u9t6+pCAtIqOsGQKDwvF4D+Z7tzRzSJ2JmQey6O9RDSoiMoq881sJa2dYdg0mTTot76BHZGcOTU8bOdaUmJFDz2LbAmL+bqVrrrazJmEDA2e2lSm/MO4c4deZQHEJpVeucfbOifSOr23/HqYR4dfWIY5xa+vtzwVKyIjI8WaD4j4C2R3E5mjobET1dsZT96pOyf6cjaHubMrexRtMM2duSqW2La3bTRQVfZ8otxV2O6O3RUSkKXGUVgN+Z/MCl0sLvKscMWmrB/2q+suPAy+6MatrAdkGJWbkUPMFZeYZt4O7rq2tTG2f9O3bjQqSM8n8AswvbD3euTBXk18RGUVZ7DS2q09XG+/ThrsOEgyRT9ruhO7mbqTDAbb/1qhsIp9tvtZ9uAnrcFjsg++fIyJy1DWT+zaC642TVE1EwvxBv6pCNn9t0i/W72UTMxkJWjnI4VUQ0PKLXYtpfQxs+ps9ZbY4z+/x327g9L55Asl99Du27QUYBWoROT7y8bDXY0mCWVknvLvG9Kvw577x5/gTr/0IX6gNvjfUWS2ZfWTSc4AdXO6eJeUd+CRJq3ccJInd9rjsvPzryV5Hvglw4blJPWZERLZ4h6/V8RublNYML66f57X6OerN+FkU+/P6Pbbv8uc/rfFll1QxI0dOYLrvSOaDcv9y9ua47N3q9Rz9Gv3mK2363VkWETlKBjSA9HGMm1/ArK8z9+0y9yrTvHxuht/8qZt8ovr8wKfPYr7Dt6pSgtxj+UqZoq1P1jgwHt/qy5gmZowzOGeJfKnr/DHM+STxjpg0lpcIuo51uakdrceUkxERadfs6WgSR3kVXl46Q2gTaid8K/YDhQn4/OP7tYm08HzQuUVJzX9lDygxI0fSnpWJd2a2H0Qg1RhtERkxPnEQxdhaTLjuKW0aNpNwz79PlsQZljGegN5JmEHbkmyfwmOL6d5yq5upIiLFvKO84rlxd4YwSFg/bQlKaf+WQe0L9rtJsMNzI17jXlJmfm2cqXit/QDv2+O7KmdkB5SYkSOrM4s+6M6mw2xtZQps2gDS+f79Yfo17co3/Moe71slM2Dbk4jIUWMMJgjSWFrUALjJxxE+SSitbTB2f4q4GrKWVLridq+kylZlTEDiXavZblGj3a7KlXSUHq22AMbgjcEHHms91nQnX/KVM3UfYbFd3ytfrRP5hNhHbZUzndU8AD4ASgFGi3YRkTY+SZh5ZR1XmuCtd17g5iNTPE3SFks7qyKL4uxeC4yl7hr8wsp7+PW7T9N47QTUCvrfqN+k7JJ6zMjh5dNS84ikbeJFnmv+b1guAB/s8R5QY4ufr+hz3qu8UUSOHZOfdFe0z943k+BxQtBwBFEzYZKz1z0CIp+w5mqsuDFMbDDx1mSo/LjsvRzfvZOm9CIikgqWN5m4HVNesCwlEwfXO6aDw3GjPsP1pRnCNYN3A16Xku+yA6qYkcPHe3ziMFFMuGj5+dXHuBLe40OVZU7YatvdyGwNXDROu/MO6PlwibXLgClzZmkSf7Uj2dMrkTLw9fa4S5yvlOl8Lo3PE5HjwHt8krT+3KZgwh2AtwZfcFtoUNVjZpjkR+Idn9mY5nOL7+b3rz/Kya9aJm82CG8tERvbGpftvSFpNpDv9f1LHfdjs2rNfKVm2oQ4aD3e67lMAjiHV+wXEWnnPdydZzyKmTp5jn+3/AwzwXO8I1zmodJk26G9Yux+TcVL8Ly5fpL1OxNMLwFx3H2Q7azdyV0fZBX0qqqRPlQxI4eTd/gkobxi+K2Fp/jyxmOsNhfDRWWM0L8re2Asp0urROcbrD8E8VSlu3rF2PaP3ehsAqxFuIgcV9uMcd6kH9Zs705o2vzXD1UpGZPwhZUn+c2XnyJ64QQnv7HC2Nfewt2bxwTti+escqfo/NEqlc+dE7Zeg+95XK9zkXEeEgeD7raKiIygZH6B5LU3mbzR4NsL5/nKxqPcz/Uj64zHbV+7j9U1znvubkxRvh9QXvGQdN/cNXbro5MJgvTzqqSRPlQxI4eSdx6TJIzd9Xz59SvcOT/Fj5/4BheD3r1kBi2Iz5WWePTSPd6uzFGfqzDe/U23esZk+lW2eA/b2EYlIjIyOmNpk6/XKS83GK8G/Pp3nuHPxhXmyuucK69wNlzmRyZe43zzzmi++jEwWw0gs4a7nc0eO6sl6y7E1QOCusHWI6jXIYq2Knw6bOcua7+mv/34bJuX1X0xEZFeSmsN3rh2kn/r383Dj9znfZXFnsc+iO1OCbltsD1yK94VVc+b3o+JdFBiRg4nl+AaMPfNFUq1KW6+5wI3H5nmPeV622FF25Z6La7fX475n5/43/jOw2f4O8/9OcY7y+y97x5jbdMMt0+SPsmZnK6+Cj1OFt4ray4ix5axBu9sV0x1q2vYN28yeavK48tnuDbzJC+dC1i9DI1zMSf/6M/yE6W11ijq/GjsTFGz97RJb0xgDPg0cbIUjWFXS4RrYFY3iFdX04O9b/WaMaa4+W/ncwNDN5uH3uchX0LNf0VEOmXbgJrtAUp3ljj9hYdYPnuOz/7ku/lTU59vOzwflx0Oix0qNu9Eun21+fLSXvLdlfW9riGCoLULQNXzMogSM3J4eYfdqFNZGqO0VqbmQ6A+8Mt6GbdlrpgSDX+fpNL8ZI8eCNtW2J9G1TQiIm2SBL9ZgzimfCMkXKhg3AnisZCkWmIlqQJrPb98OyNRY28xSbOvS5/tVv2a/3YmZXod0+/mwP1knTuJ5drmLDby6jEjIjJIvcH4/RgflLhfmyTySd/Ei8MRmrDwsUNBMV+GoMSMHE7NEaxY07NRJGyv9Dw7vmwc3oAphWkWu6iBV2sLk0sT4IMCattI7EHH5kdoqwmYiBw/XduFmnHPOw/1Or4RYRKHKZWojpepnCxRnzFsuEorGVLKNdOF/vE+MJaQoLVwdz7B4qHZz4bAYkqloe9advUy6/E6ss9lkwOzxFF2TOQT/sb1H+b3v/QM49ctl169g1tYwm9uDnwNIiIjwyVtN0vd0jIT37lD9c4J3rh3krcf3WTKGmZttS1Bk8bm/a1ADEy6edUDxoHxQFG/mM5zS3YNAWlF0DDXCDLSlJiRw6nVhNf03Mu5u+cHE9juvMigIDvIdo/fq4odEZGDlO/H1WNKnQkCfJK0kuE+agAQrJwk3BgnqAfUfNg18WjY/gGh6dz0lH1v0p4uxqYr6iES4vltS5ned2rTUvrEe0ITtH2Nw/Hc9Ye58Lue6r0NuH0Pl22pEhGRLblzh6vVcG9dI1g/RX3lYeZdBagzbV3XBtf92L7UKWjGdeNoTYTNbrK2Wh4UyfpXto5XckZ6U2JGDifvmrc59+v5wSeuO5Dmx9rt2/fONQ1WcBaR46BXLOuqPuxurm7WNxm/WSMJx/hfXv5uXrt0lh+efZ4fGtvY8YK7a2qTy/b4t38+G5fdqbPypVM+WZQea7GmuP9MFAWUV2KC9d6Nh0VERl7RzUrvwEAZdyhGCbcuTZxvnU965vqzfpL5847W/dKHEjNyOHnfXnJuwO7hBCTjt+7W9vr+3V/Ub0JTwWvrV32jwCwix1UW+/IJCu/SUvW24yzGGtz9eUorq8zeP019+gy/ef5Zrv/RGT75+KcJ6D0adRCXJVw8zRHVzVL5rBKzz5TvQc2AO6t6etTqkHhPslmifH8du7JBUrR1VkRk1GXNf/MVJVkFpoHQOIID7pluAGz2B4Zby2u9L9ugxIwcbs6DT0sHI18a2PxrWN6ACctbd1CH7QvTb8qSiIhsf+pcEEA5xJdDkqohqXqqpajw0M5Gu/3YPg17+z00jLQip3tiVM/vlaRNf0VEpEB+yw+ADbDlEDM2hgkcFs9CEvJGVCE0Me8I1zkVTDzQl2jNNk4calUgO6DEjBxexoL32MhhY7gdT3MnucmMLTFpqsBwTSE7725aIBnzBGdO4Tc2SZZX2usQ80mYrnHY3eNfe1JAFpFRll9oF8VDl+C9IZidIXr4NCtXqgTfO89PXXqZ75v6DrC9RExfWaVMx+volT8qqorpZ+Dxh6EGX0TksOoYNx1MTuCvXKB2eoLJ6Q0mrOPnFj/EP//D74bA859//DP8J9M3d/Uth7mGaB3bzOb7rKF8P/vZDkGONS0V5HDzPu2AnsByPM6yC4h2OIY6a+YYGHAh+IkxTLXSflA+mD6AZmIiIsdSqxTd9a40bB7nxyrU58psnrJ81/mr/JnZL/Lu8iLQf0x1PxaLNT6d6GcB25z0N+SCedD3tR3Lp77HZ9/SmLQKVERE+iuHxNNj1GdKjJcjQuDtzTkmXysx8VrI1dqpPftWwzaYH0rbdYQSNLI9qpiRw8s7WFymAkzPnOafvfARvnj+Ef78hd/jx8ZXWod1Zro7M+BBbgtS4h3jxvDkx67ywtRlpl84y/mfb5DML3R/b2gPqnsZuEVEjrtezdSNwZTCtGpxvMrCR85w5+OO8dPLfOzEa8zZmHEbtMZlDysf+y2G75l9hXvvmeTVuTMs3bjI+M2TlK/eI75+I/0CC8Z4goKkih0wDrDz8aJmwWkVjWvOWG0eb7VQFxEZKAhIxgLiMcNYGDFlSzwxfpffeTQGC5cr8w/25Qw7IrbzvNevP6VIByVm5PDynuT+PMwvMGUty18+w4tnJ/it75vnh8f/gBLB0CXu2XGRT5iyZf7V479C9HjCJ6/8R5jPTUE+MZMLnqaU/oq0NSIWEZEtgxaeBZ83YYnk/By102Pc+yD8t3/sU1wJ7/NoWGPSlAnN8PG9SGAsPzH5Kh997A1+bu7DfOrWdzN+fpzz9Tm4cbNVxWJ69AzIj+rO300NTHEz4qLPOfxWhWe2lUpERAYy1hKPW+Ixw1S5zqSt8t7xt3j48bsY43m0fLfn13bG7F4CY3dXLTNoyEfWGgHQmGwZhhIzcvj5tGmijdMtTbEPusrIh5EFX4ulZAzjpky5FHdUxbQHTe88Rnc4RUR2xVQqmHIZOzdD49JJGhMl1i6GNKYNwbk1LoXznA42qZiAwJiBFSvDqBjLjI2ZLm3iyh4XGlzJYraxON71wj2jBbmIyLZ4Y/B2q5H7SbvOE9P3sMYxE2wA4a6/x656mOUb3SvGyx5QYkYOt1zSxCRgm5NGQxOQeEfdR2kvgT4NGvNNGUMzZGl89n1doh1MIiL9FC1I84tVGxCcOY2bm+L2R2ao/tQdLk4u83RlnYmgzocm3+Bd5TpVU9lWJeQgk6bCeOA5Hy7ixh1J1eIDk6Z8PODAOUuyB0mgIqEJqJjmMqs59tUYg7fBcNMARURGRefgDWuh2WjXmnQh/q5yxN8+92sAnAoCIl+8/s8S6r3OJVGzyXDRNUGWiM/3DbMYEjyJN2nfy/x1Qa/zX/azuCEHhoigxIwcJZ7CVugON9TQUofvOsoNbK2eo9F3IiKDdTQ/NEGAPzFB4+Q4G+cNf+7SV3l39RpVE2GN41xQZ9pO9n3KbJG9naRNupUoIfIlcICHbOdSVjUzTEjfk0RRtpC3aiovItKlIM56A/m8ecWEzFlHgmfDJayyyZQNmDZjXV+7Vwn+7heV/bfPXVsND5EdUmJGDrfWZI/Warr1UNrUN/dnuv+8ddxW89/8MTbfX6DPlqa2Y5ScERHp1lHSbatV7Mk5/IkJ3v7Rk9Teu8EzF9/gu8Zf5WzQaCXKp+zgpch2F9mJd/zi2in+zf338dXrlzj9pYDJG3XC6/PEpCXyGLC2uPnvvvC+2a9M1TIiIm2yREc+Npo0Vmdr9Z9dPcvfff5HaKyXoWExseE9777Kv3jsV5i01a6nzCrmgbbKmmG2yuaPCYwloFltmSWLSiWwwdZrb+svk0va6LpBtkGJGTnSdtL8F4CiEsfs70VZcDVtFBHprSBGmnIZN3uCxpkJ3IdW+IVnf4a5IOJiME5gygB9y823ozPp7vD89vJT/OG3nmD8rRKnvngXf/MOyeZm88WlH7ZH899947wW6SIinTrjojFpxUzu9PCbi88w/bkJxu/FhCsRNkr45p9+hNVHYiZ7nEby25aymwGDzjmDHvcGCAJMkG5L9c7S1ty3aDKT4r4MQYkZOfyMwdQjxu8lQMDX71/k8yfhtN3g8bDS6jcDvUdnZywm3dJUFHS9611+mG/wJSIiw7GAgbCUMBdEjHfE0b1MynSKXYBJ0p4AJAlEEd51NHjf9XffJjWTFxEZzPu0SD4XpCdLDRonDEEjINh0BLWYfrn1rNIFhquSyb6mSITnzsIJpt+Eidsx1OvNpIwSLrJ3lJiRw82mGWm/vMLMV0tMTU/w+uUz/HdjP8yHZt/iL809x6wd22rSlbv7mm/glfahsW0Z8y7eg+/TpEvZbhGRYn3iozcwVo44H2z1AdirSpl+Im8xkSFogKlHJPV6+oAx6Vam7LVg+ib3i0rhe8kf39ZY0qLkvohIL0XTjTwY53E+jdEXKkusXfLE45byakC4mh4T0TtWl5qr/p2cb/LnhZr3lF4Z58yvvIyvN0jW1tpHYhu71Q8nf7NA1w6yDUrMyJHg4xhWVgmAcH2a+c1x5icncLR3ThcRkUPEGLCGwLpWomJPxk/n9FpwO9/sQ+ZpTUWy4+OYsSq1iQBTTRgvR5TNPk/NUD5GRGTXQpPgyh5XSsdo4xwmgZo31H1MYAyW9vPBXt0ASDzYOiT357sf7Ky4z/W2bKMtTTKAEjNyOLUy5w4fu+bIuTTwBTVY3ayyFI3R8FvZcejRBNh3T21qVdMMmspUlMEXEZHBrMFbiz+A7TsOh2uONs0SMyYs0/jY0yw+WWb5Sc+PvuvrPDN+k3eXbxOY9qlQ+eRRZ6VM/rGiZvNB85j0Dq5Lv7+qZUREdqwt1nooL8cEtxcpL07zXO0yq+VbPB7GTJoK0N13bNffM2OD4ooYn3QnXoxR7JdtUWJGDrdspGkc4+MYG4bYBmw2AmpJ2JpA2i/w9nosJsH7XGOufpTlFhHZHmMhSO9sGvonNIa1nS1QDtM+IjsssXK5zNK7HKeuLPBTs1/l4dIKZ4Ny1/fIK/p+MQm2K+Xf/jWJT8e6iojIzuS3nVqTxmbjINiIcEvLhOvwVv0UU3aTh0v3CKztWZW563OQAWNNs9kv3VUxPSe69hkuIpKjxIwcTq19m2arJNB7iCJmX43ATvLc2iM8d+YCT5Xv8FAJpu3Y4OfNsVhMtmLvNx673+MiIlLINxoE86tUvef158/yY5Uf5SNzV/mrc19hNhjf1+9tsXx05g3eeucst6fmOPHWQ1QWzlI7afCBpxwkTNkaU9a094Lp0GvxXurdrQyAt+M1/u7t7+fFxXNMvVjGLt/Fr2+mTYhFRKRdft0P+FqNiWsblDarfOv6RX7u7CzPLV0h23lqPJAk2AjmownuhSeI/F1gKzHeqV8ypvP4q/EGr0ezvFC/yL++/n5uL05x5pUkbfbbOQ47/zN0fg6UkJGhKTEjh5f3afPfsATO46MGrlZj7Le+xfjvlan+xDv59Lvey/z063zf+CtM70cfSSVkRER2xG1s4K/dwNytcOXTT7Lwrcv8s+96iJ/+ka8w2z+vsWuhCfizJ77D9z/9Iv/qwgf5l6ufoLIwRv2kg8AzFkacDhqcCiYHP1mHosV9553Yb9TP8PlPv5/T34y5+MYC7vbdtPJTiRkRkWLN5IwJAtzKGub5VxifmqT83nfwD2a/l/mlSWxs0hJM5/BxTFD3XNucZTbcoJZbsm+nIqazcbDD88Xaw/zKvffx1Tcv8/D/GvD4mwtw7y0S1x7DTakExqaxPRsgYmxaWZMkuo6QbVFiRo6G3KLX1WpQq1GqeepJicgHraka2y1NrAQJbmqM4MSJ9CIijvf6lYuIjCyfJNCICNYaVJZCgg1LxB7v+e9h3IRcCGIeq9zBnWmwWQ7hRExlvMHp6hrVHltY96JZZM2HhOtQWYywazWSONZYVRGRIfkkgSjBl0pUFzy3b85i1kpUlw3hKph6gnMePM2pTZa9rEt5pXaOb926gL1RpXJ7EX/7Hr5W736dztOn6FJkW5SYkcPNJfhGcaj1Bko2ITQJwZD7+DtLFS9PLfDCB9/J5IVJJr55g/jGzV2/ZBERaWeihKDhsHFA5C2RT9q2EO1Fo8ZOFVMiMIZPjF3l//ahz7KcjDMdbDAVbHK5tMC0Le/6e2d3WjsbBDtvCeoQrEfQiLbK33X3VESkN+/bKk3cZo2zv32Xue9MYVyEjRymEWNu3AHvMB6s2V1czZq2Z+quwb/8zod4+GcCwoUVzNWbuM3NNI53tjhwCb4ztruCHpaK/TIEJWbk8CsKZiYtZQyMJ8C17r9up2rGYpgrb7B5xmDjEuPj1b17zSIio641rcJhnMPEvjnatETdN3C4gb1adqtEwIVShZ+afIMET2gsIQGBMZQI2pL1O6m6zMrfO78uwWISj4mStK+MkjIiIsPpSHIkr10leMNgSiVMuYz3Hre5mR7nIXa2rXo+s9NEv8Ph71QJf+/r+Hqd1ualXoNCimJ7r34zIn0oMSNHiw0IHr1MfOYEK1csV8bmuRguUh0y7nU2BHvfxNt85t3vonamysyrU5hX9+l1i4iMKO88ZnGFSuI4/fWT/Icn/k8wFTM5s8FUtc4PX3iBvzH3TcZtefCTbUMW7y2WiinhcIQmwKat31uL9p1UzGRfY9GiW0RkX3mXTkKKY3w2rbXZr2v25Q1e/fQTfPPMY9z4+Ax/bOZF3le9zjvD7Z9Plt0mv7t5kjcaV6jMW+jcfpo1KN5ukl1JeRmSEjNypJiwxOZjJ1l8ssz6oxFPj93gUmmJap9mjJ2L7fzfP1K9yv/h3b/P7198jMXPP8z+zgkRERlBLiG+cw9zf4ETt+4y/aUT+PEqa0/NsXlyhn/+/VP8px//KuPsbWIGtkrUswRKUfKl1wSPXvKNIntNdApw6ZhXlbGLiOyO94DDxx46ekHaL3+Hh75Rhiev8DtTT3HriRNE50u8M2xvTdAZ44vOBfeThF+af5bvzJ+jer9HzFZSRvaREjNy+OWy08YY4omAxjQEkxEzdoNxkxCanf2/cmA8FRtRtjG68Skisk+8wyfpCG3W1jFxTPX+JCYps/TWOP/3J/4os+HGvn37xFtCk/D02A2uhPc5aetcLo21Eis7KXnvrJbZyVYoEREZQo8ERzbtLtioE6xMc3PlBPdPT3Ud15mA74zXiXeEBs5XllmcHOfNyum9/xlEBlBiRg43G2CCIF3UxzEEAetnLZuP1Xn6/F2eCBe5UKpQImgF3ag5rq7oTmbR3tMAjzUeb+h/d1N3PkVE2jVHm3rnwRWMgs7HTZ/gGmABX69TeqFOqVTiiTfn+NZvvxdvzf4lyD24iuF//bjl1DP3+fCZt/ivzv4Op4KJwsP7bW/qbBTZkwEfGLB2Z+XvIiIymPeY9U1OvAFr0QzPnXyYeO4FAoor5ntVSJ6yZf7C3B9wb6bCnz33V/f9ZYt0UmJGjpykYqhMNJirbDBhDRUT7vy5fI+rAC2iRUSGZqxhqN1A3uETB4nD1eppY+CVFcZuVLMn2p8X6B1mYoKJK1e4f36K65MzRHsc4/NJHGscrgzJWEhQDps/lxoAi4jsBx/HlFc9lSXLYn1njQkqpsTlUok5XyepKFbLg6fEjBxOrbusafl754o/ezjxvivznZWXD7rjmf7Xk+Rv0WrRLCIyvGy0aZ/H+x5vLCQJbrO2P68vxwYBNgIXG2Lfv+al35akYaZ+vLt8i1P/3nXeePYks797gbOfruNrdZLlleLKIhER2bnNGlNXa4TrFW5+aJrE+7YKzKw3WK9+Y/m/B75ZvWnV40AeLCVm5HDKAqR33YtYA8b0TqD0K1XstYh23tDnKZuvRUkbEZEu242NWUy3aXLEOw9JY99jrC+VMInHO0PsdleZkzX/pUdfmSfDKj/7jp9l/nHDj6z8dc78wTRmZR2zto5XYkZEZE+5zRrlt+4TLk5wfbm7x4zD43CA7dm0XeSgqUudHE69auJte6l4p6IF8qBpG1mPmULZVA2jrLmISKGdxsgsNvsHtMUnSZi8lTD+SoUX37zAL6y+k1/fCLmbrO/o6fIjt4tUjGXKuq2VljXph84nIiJ7yzt8rY7ZqEHcHZctBovtatoucpioYkYOp2ajyMKHmhUzgfEEpvfCOF8506shcJqUcZSMo6vdjDGYUgjW4KO45+sRERlZWZzMGrQ3P9dW9eh9ezIiS8L0ifP7wTUiJn/vNaa+Ns7SRy/yP4bfy/nTy/yXj3+GHxqvD/08gbE9K2XyNwImTYXANiDweGMwzUbJBEG6nUtVmCIiu9M833jncYuLmI0NTONc12FDN23Pc4rR8mCpYkZGXsAwHStFRKSvw14J4h3J4jLJrduM325g7lS4dW+a1xtnWEw22HANEu8GVlnCcOO1A5Penx28T1ZERHbLxzE+jjHukJ+LRHpQxYwcTn1GUxsHzlkit5X7zjf1Kmzo1evuJobIl4i97V47Z00qC5oPi4gIaZyMo9af2x9z7dUx0L3t6UFVjWRVPM2G8uU37nDlM+fYPF3hfwi+jxefuMDHTrzGT07comKKl0b9Gspn8o+l56XmuSP7tHOqlhER6affZNTO6wPv6Zp45yEiIemx9u9VRS9y0JSYkcOtMwA71/bXjMMT+YTQBIWlir1KzhNvSDC4XmOz1aRRRKS/ogV0r2S2962mv3hXvADfi8qbrue0bY/FN24S3LrDzPmzzL/zCl8Yf5SxoMGPTlynUrA0GqaKpkhC++vwiUZmi4gUysf+fsmZTgXHOe9xxnddE+QT5onv0ydMYVoOgBIzcjh19iToCNCd63aLITTBtpp6BcbyRjzHv77+fm7cneHhlXjriZt3VluvRURE+usMzEWx05j2pE2+kib7+17H3Pz37MrqO0wCcWKJeozQ3m5Spm2cNiZtjOaa31vjV0VEimVr//wafJuMSUddW2MKrwkCY3HN80CvpEwroa54LQ+YEjNyeOUDNGw1iWw2/81PZdpRUy/gK+uPcvur55i6bajcW8QHQfr9rAGXK9GHvturRERGnrEYa4q36vTbvlQU5/fsNfWJ297hncPGEDVKNFyJYMCkpUEin7TuxlZMiPXpcxnnwHmMMfjt3AkWERlFxhafD/rFTttsrm4gJOgZy3ttYcraImSJG8VredDU/FeOhlzmvLTh2VyucmfjBEuOVsPGnViMx6ksGKrzDrPZ6H3gYW9qKSIi22a2GdsHJW2yO7S2x/LKa4EvInJoRT6h5p16tsuBUMWMHG4d41R9I+LktzcJ16q8/oGH+K3zT/Lu6jXeEW5yKpgg8Y6Y9PhSLlveq2njKytnOPuVGpW35nH3F9I7veQy9FpEi4gMxyV433F3MV+W3q+KZr/6efVpINkaXR2ADdJzRORdq19Zp2EnMeE7jjUeb9Nqor6vSURk1GXNfAcpOrd0nGeytb/DF8b0zmsDh+e+a3AvKWMiA9b2rtwR2QdKzMiR4pOE8NYS08kJ1i9O8mb9NHOlNS6VNloliEkzKJeaa+B8NU0+SAMs1saYvb5IfPXt/ovlzp43IiLSrV/T3cPG2La4nnjDuneEPt3Cml/Ib2d7U99jnZIyIiJ9DZO87hNnTXMqU0j79NaePWWajzkcqy5gPpnAONIEvjUazCoPjBIzcrR4h19ZpeQcJ79V4ZenP8a/Ov0h/tbHP8t/OnMDvGtbTOeTMl9tJPw/3v4xbq9NsbJepVELmfhWldnlV7fx/bWoFhEZWr8m6lnC+yDiqvf4JMGvrXHmaxGrdyb5vVPv53suvgdzosEPP/UC75m8xrPVq7yvvPOlUtu4bCX3RUT2hnfdyRnv8VHM9MuGH/zmf8jTc3f4L89/jiul8cKnCIxtVdqvuTpfr0/w1771v2Pl5hTnn/f4RtSspBd5MA4iMdO6aq6zqXFksj0euL8B8xZ77zoPffMEjYfm+KXZK/zoI2+1HRr5GEj3/AfG8tnlS7z0r+eYvOE4dXuD8vw6Zm2TjYV7eBcP971Feqizmf/rTnpRH3eK/aNo0L/zg/j/g16NhxNgcRXza/NMWcMJazGlEu7hC/ybP32F565Mced8wtyJt3s2i+wluylQ8zHxwjK1aAMbb5CYTbyv78EPJYeFYv9Aiv2y9zzFif1ok6kv3mRxcZzffvwin/zBSSpjcfu0vI6Ezoqrs+QSPrPyFPwsPPL1a7CwzGZjaf9/DjmS9ivumwfdiM4Y80HguQf6TUVEHqwPee+/ctAv4jBR7BeREaDY30GxX0SOuT2L+4d487eIiIiIiIiIyPF2EBUzFeDdzb/eo20EjojIkRUAp5t//pbXfoU2iv0ickwp9veh2C8ix9C+xP0HnpgREREREREREZGUtjKJiIiIiIiIiBwQJWZERERERERERA6IEjMiIiIiIiIiIgdEiRkRERERERERkQOixIyIiIiIiIiIyAFRYkZERERERERE5IAoMSMiIiIiIiIickCUmBEREREREREROSBKzIiIiIiIiIiIHBAlZkREREREREREDogSMyIiIiIiIiIiB0SJGRERERERERGRA6LEjIiIiIiIiIjIAVFiRkRERERERETkgCgxIyIiIiIiIiJyQJSYERERERERERE5IErMiIiIiIiIiIgcECVmREREREREREQOiBIzIiIiIiIiIiIHRIkZEREREREREZEDosSMiIiIiIiIiMgBUWJGREREREREROSAKDEjIiIiIiIiInJAlJgRERERERERETkgSsyIiIiIiIiIiBwQJWZERERERERERA6IEjMiIiIiIiIiIgfk/w9vYqP1RPbjZgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 1400x1400 with 9 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(7, 7), dpi=200)\n",
    "for idx in range(9):\n",
    "    plt.subplot(3, 3, idx+1)\n",
    "    plt.imshow(Image.open(train_path[idx]))\n",
    "    plt.xticks([]);\n",
    "    plt.yticks([]);\n",
    "    plt.title(train_label[idx])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "584f2188-cf45-4d72-abee-4dae0d362926",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "DATA_CACHE = {}\n",
    "class XunFeiDataset(Dataset):\n",
    "    def __init__(self, img_path, img_label, transform=None):\n",
    "        self.img_path = img_path\n",
    "        self.img_label = img_label\n",
    "        if transform is not None:\n",
    "            self.transform = transform\n",
    "        else:\n",
    "            self.transform = None\n",
    "    def __getitem__(self, index):\n",
    "        if self.img_path[index] in DATA_CACHE:\n",
    "            img = DATA_CACHE[self.img_path[index]]\n",
    "        else:\n",
    "            img = cv2.imread(self.img_path[index])\n",
    "            DATA_CACHE[self.img_path[index]] = img\n",
    "        if self.transform is not None:\n",
    "            img = self.transform(image = img)['image']\n",
    "        img = img.transpose([2,0,1])\n",
    "        return img, torch.from_numpy(np.array(self.img_label[index]))\n",
    "    def __len__(self):\n",
    "        return len(self.img_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "bd5a22b6-3a32-4039-bcc7-a6c6f5f9cbaf",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "class XunFeiNet(nn.Module):\n",
    "    def __init__(self):\n",
    "        super(XunFeiNet, self).__init__()\n",
    "        model = models.resnet18(True)\n",
    "        model.avgpool = nn.AdaptiveAvgPool2d(1)\n",
    "        model.fc = nn.Linear(512, 25)\n",
    "        self.resnet = model\n",
    "    def forward(self, img):\n",
    "        out = self.resnet(img)\n",
    "        return out"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "47539bef-14a7-4881-85e9-0882ff295e6a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def train(train_loader, model, criterion, optimizer):\n",
    "    model.train()\n",
    "    train_loss = 0.0\n",
    "    for i, (input, target) in enumerate(train_loader):\n",
    "        input = input.cuda(non_blocking=True)\n",
    "        target = target.cuda(non_blocking=True)\n",
    "\n",
    "        # compute output\n",
    "        output = model(input)\n",
    "        loss = criterion(output, target)\n",
    "\n",
    "        # compute gradient and do SGD step\n",
    "        optimizer.zero_grad()\n",
    "        loss.backward()\n",
    "        optimizer.step()\n",
    "\n",
    "        if i % 100 == 0:\n",
    "            print('Train loss', loss.item())\n",
    "            \n",
    "        train_loss += loss.item()\n",
    "    \n",
    "    return train_loss/len(train_loader)\n",
    "            \n",
    "def validate(val_loader, model, criterion):\n",
    "    model.eval()\n",
    "    \n",
    "    val_acc = 0.0\n",
    "    \n",
    "    with torch.no_grad():\n",
    "        end = time.time()\n",
    "        for i, (input, target) in enumerate(val_loader):\n",
    "            input = input.cuda()\n",
    "            target = target.cuda()\n",
    "\n",
    "            # compute output\n",
    "            output = model(input)\n",
    "            loss = criterion(output, target)\n",
    "            \n",
    "            val_acc += (output.argmax(1) == target).sum().item()\n",
    "            \n",
    "    return val_acc / len(val_loader.dataset)\n",
    "\n",
    "def predict(test_loader, model, criterion):\n",
    "    model.eval()\n",
    "    val_acc = 0.0\n",
    "    \n",
    "    test_pred = []\n",
    "    with torch.no_grad():\n",
    "        end = time.time()\n",
    "        for i, (input, target) in enumerate(test_loader):\n",
    "            input = input.cuda()\n",
    "            target = target.cuda()\n",
    "\n",
    "            # compute output\n",
    "            output = model(input)\n",
    "            test_pred.append(output.data.cpu().numpy())\n",
    "            \n",
    "    return np.vstack(test_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c14b410f-de94-4f52-be5b-1377c34bda4a",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "import albumentations as A\n",
    "\n",
    "train_loader = torch.utils.data.DataLoader(\n",
    "    XunFeiDataset(train_path[:-1000], train_label[:-1000],\n",
    "            A.Compose([\n",
    "            A.RandomRotate90(),\n",
    "            A.Resize(256, 256),\n",
    "            A.RandomCrop(224, 224),\n",
    "            A.HorizontalFlip(p=0.5),\n",
    "            A.RandomContrast(p=0.5),\n",
    "            A.RandomBrightnessContrast(p=0.5),\n",
    "            A.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225))\n",
    "        ])\n",
    "    ), batch_size=30, shuffle=True, num_workers=1, pin_memory=False\n",
    ")\n",
    "\n",
    "val_loader = torch.utils.data.DataLoader(\n",
    "    XunFeiDataset(train_path[-1000:], train_label[-1000:],\n",
    "            A.Compose([\n",
    "            A.Resize(256, 256),\n",
    "            A.RandomCrop(224, 224),\n",
    "            # A.HorizontalFlip(p=0.5),\n",
    "            # A.RandomContrast(p=0.5),\n",
    "            A.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225))\n",
    "        ])\n",
    "    ), batch_size=30, shuffle=False, num_workers=1, pin_memory=False\n",
    ")\n",
    "\n",
    "test_loader = torch.utils.data.DataLoader(\n",
    "    XunFeiDataset(test_path, [0] * len(test_path),\n",
    "            A.Compose([\n",
    "            A.Resize(256, 256),\n",
    "            A.RandomCrop(224, 224),\n",
    "            A.HorizontalFlip(p=0.5),\n",
    "            A.RandomContrast(p=0.5),\n",
    "            A.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225))\n",
    "        ])\n",
    "    ), batch_size=2, shuffle=False, num_workers=1, pin_memory=False\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "9ef6bd27-0a69-4fdf-93eb-05d67bc5c9a9",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "for data, lable in train_loader:\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "7f7ee8cb-cfc0-4eb8-96ea-7302144ae7a4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "model = XunFeiNet()\n",
    "model = model.to('cuda')\n",
    "criterion = nn.CrossEntropyLoss().cuda()\n",
    "optimizer = torch.optim.AdamW(model.parameters(), 0.001)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "b2faad78-e794-4f31-8b56-1a64dbf89ccc",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Train loss 3.3764824867248535\n",
      "Train loss 2.962838649749756\n",
      "Train loss 2.735387086868286\n",
      "Train loss 2.7186777591705322\n",
      "Train loss 2.479957342147827\n",
      "Train loss 2.2384378910064697\n",
      "Train loss 2.1143879890441895\n",
      "Train loss 2.109005928039551\n",
      "2.505831791829476 0.24671412924424974 0.28\n",
      "Train loss 1.9086700677871704\n",
      "Train loss 2.347980499267578\n",
      "Train loss 1.9721630811691284\n",
      "Train loss 1.816836953163147\n",
      "Train loss 1.8843234777450562\n",
      "Train loss 1.2556504011154175\n",
      "Train loss 2.098001480102539\n",
      "Train loss 1.935025930404663\n",
      "1.8574956458179146 0.462166849215042 0.515\n",
      "Train loss 2.2689576148986816\n",
      "Train loss 1.1673381328582764\n",
      "Train loss 1.9554883241653442\n",
      "Train loss 1.2551671266555786\n",
      "Train loss 1.2400397062301636\n",
      "Train loss 1.0628771781921387\n",
      "Train loss 1.663795828819275\n",
      "Train loss 1.6931358575820923\n",
      "1.4827974174482552 0.5031489594742606 0.541\n",
      "Train loss 1.4015883207321167\n",
      "Train loss 1.2313812971115112\n",
      "Train loss 1.2634450197219849\n",
      "Train loss 1.217300534248352\n",
      "Train loss 1.2080681324005127\n",
      "Train loss 0.9246641993522644\n",
      "Train loss 1.7327251434326172\n",
      "Train loss 0.827045738697052\n",
      "1.2351594948899078 0.6028660094925156 0.63\n",
      "Train loss 1.348961353302002\n",
      "Train loss 0.7965696454048157\n",
      "Train loss 1.0789411067962646\n",
      "Train loss 0.5728403329849243\n",
      "Train loss 1.195696234703064\n",
      "Train loss 1.1145330667495728\n",
      "Train loss 1.3628787994384766\n",
      "Train loss 0.8192170262336731\n",
      "1.0364151036853504 0.6656170135085798 0.713\n",
      "Train loss 1.0415409803390503\n",
      "Train loss 0.897491991519928\n",
      "Train loss 0.8069851398468018\n",
      "Train loss 1.0456050634384155\n",
      "Train loss 0.7746778726577759\n",
      "Train loss 0.7149254679679871\n",
      "Train loss 0.6423731446266174\n",
      "Train loss 0.7634667754173279\n",
      "0.9035855995238887 0.7243975903614458 0.77\n",
      "Train loss 0.6631757616996765\n",
      "Train loss 0.5371140241622925\n",
      "Train loss 0.7595441937446594\n",
      "Train loss 0.9160251617431641\n",
      "Train loss 0.8144303560256958\n",
      "Train loss 0.8983956575393677\n",
      "Train loss 0.8879784941673279\n",
      "Train loss 0.7686417102813721\n",
      "0.8016946894281051 0.752053669222344 0.805\n",
      "Train loss 1.0978907346725464\n",
      "Train loss 0.9329897165298462\n",
      "Train loss 0.8785139322280884\n",
      "Train loss 0.27366355061531067\n",
      "Train loss 0.4271198809146881\n",
      "Train loss 0.4768633246421814\n",
      "Train loss 0.696193516254425\n",
      "Train loss 0.4571053683757782\n",
      "0.7200737655896657 0.7774735304855787 0.821\n"
     ]
    }
   ],
   "source": [
    "for _  in range(8):\n",
    "    train_loss = train(train_loader, model, criterion, optimizer)\n",
    "    val_acc  = validate(val_loader, model, criterion)\n",
    "    train_acc = validate(train_loader, model, criterion)\n",
    "    \n",
    "    print(train_loss, train_acc, val_acc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "6787d12a-b923-4777-abf5-4d90904551d1",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "pred = None\n",
    "\n",
    "for _ in range(10):\n",
    "    if pred is None:\n",
    "        pred = predict(test_loader, model, criterion)\n",
    "    else:\n",
    "        pred += predict(test_loader, model, criterion)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "1743990f-d27d-43cd-85fd-23a0ff0f2c36",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "submit = pd.DataFrame(\n",
    "    {\n",
    "        'name': [x.split('/')[-1] for x in test_path],\n",
    "        'label': pred.argmax(1)\n",
    "})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "cc565971-7a5f-4bb0-8ab5-c33281bc469c",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "submit = submit.sort_values(by='name')\n",
    "submit.to_csv('submit.csv', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "de0cae92-7686-4cea-93a9-83ba4356531e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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